himanshu.

/ journey

The log

Everything I've posted on LinkedIn since 2023, rewritten as short notes. Newest first.

  1. / 2026

    5 octIdeally, I would have been in Prague today, but the Indian visa process really slaps you hardI got selected as a speaker at ValkeyConf in Prague, which is happening today, but sadly my visa didn’t make it through in time EU tour slipped and Asia tour continues i guess! :) Though, really thanks to the ValkeyConf team for considering me and for all the help they provided throughout. Really appreciate it. __ What’s next? I am going to slow down on travelling for a bit (~2months). I have covered close to 8–9 countries in just a year and it’s been incredibly fun I want to just drill myself down and try to experiment + research more instead. I am not very positive about this because I usually end up being more productive while travelling rather than staying home, which is oddly surprising because travels are usually meant for holidays? But there’s no sense of schedule while travelling. Weird sleep cycles, no proper health activities, inconsistent food, and basically no routine. Anyways, if it doesn’t fit me, I will get back to travelling hehe __ What recently? → I was at KCD Gujarat as a speaker!! Will rant about it in a new post. → I built an indie game last weekend! It’s here, go try it out: Moonlit Grid https://lnkd.in/dMwtbvT3 → I am experimenting long horizon tasksssss. I burned like 15B tokens this week, compiling all my learnings rn → I also added through some courses on CloudFluently after some time
  2. 12 sepI'm a SpaceXAI ambassador now!Thanks to Ben, Sunita, Fawziyah~ Grok bot meetup coming to Pune soon :)
  3. 10 sepAGNTcon + MCPcon Japan🇯🇵 :)
  4. 10 sepI'll be speaking at AGNTcon + MCPcon Japan '' today!Again, I forgot to share this, but yesss let's go!! I'll be talking about: Stateless MCPs- The 2026 Transport Spec One of the biggest update was making MCP stateless. Going to share the related changes and some ways of migration Second time in Japan in like 6 months~~ And an all nighter again TT It's been 3-4 days of all nighters now. Had 1.5L of coffee yesterday night so I hopefully I wont sleep atleast before the session haha As usual writing this while rushing to the venueeee p.s. the hotel manager saw me pull an all nighter sitting in the common area and got me coffee TT pic- took rn!!
  5. 6 sepI'll be at AGNTcon + MCPcon China today!yesterday PyCon went well, even though I made slides last minute haha. Well no time to rest but still best not to leave any opportunity I'll be speaking here tomorrow on- Auditing the MCP supply Chain For today, just meeting folks here. If you are here too, let's have a chat :) pic- from my walk to Bund in the morning trying to find Luckin coffee nearby
  6. 5 sepPyCon Shanghai 🇨🇳 :)
  7. 5 sepI'm going to speak at PyCon ShanghaiTODAYYY!! yes, my session on- 'Writing Custom Kernels using FlexAttention' got selected yes, I forgot to larp my selection before It was a bit impromptu. I reached my Shanghai hotel today at 12:30am and well spent an all nighter for the presentation. Jet lag and 24hrs travel ain't a thing Writing this while going to the venue rn!! Hopefully a lot to learn and fun~ pic- took rn!!
  8. 2 sepHosted Cafe Cursor Pune last Sat and I dare to say it was one of the best events in Pune!!We had booked an entire cafe which was a bungalow turned into a cafe. Whole place was ours with first floor people were sitting and building, ground floor was full of demos / talks / networking, and you could just grab a chair outside if you wanted hehe Build slots 10-1 and 1-4, drop-ins hanging around the whole day WE EVEN MADE it to Twitter trending news along with Delhi folks!! You usually do not see such loose agenda events where there are no speakers or a formal time period but attendees being the actual speakers. Saw some cool demos around too and genuinely good convos!! Good convos, good coffee, free Cursor credits and good chats, thanks to Cursor / SpaceXAI for making this event happen in Pune w help of Ben, Sunita, Fawziyah, Mohammed Sanjeed!! And lovely peeps who helped me w the event- Rushi, Sanika, Shivam, pranav, Natanshi, Akash, Charul, Ramesh and many more Some snaps below, Grok bot meetup soon
  9. 20 augSharing through some August updates and reflectionsA lot has happened this month and since I am getting old (closing 22 soon), I have lost my ability to larp. Which I will def try, but here I go consolidating everything- 1/ Some recent updates: - I'll be in Shanghai for AGNTcon + MCPcon China in the first week of September to talk about Auditing the MCP Supply Chain. China finally yayyy '' - Speaking at AGNTcon + MCPcon Japan '' in the second week of September on Stateless MCP: Inside the 2026 Transport Spec - Speaking at KCD Gujarat on Scaling LLM Inference on Kubernetes with KV-Cache-Aware Routing, September 19 - Recently became a Cursor Ambassador! - Hosting a Cafe Cursor on August 29 - My talk Measuring Valkey Saturation With Active-Time and Eventloop Metrics in 9.1 got selected for ValkeyConf, so Prague'' in October if my visa works out in the limited time I have TT - Finally started working on my personal website. Been confused about how to design it, but finally have some ideas. - Mem0 has been fun, currently working on integrations. - Joined a Chinese language learning school. Online for now, but gonna start getting serious about it. - Exploring DeepSeek Harness and Cursor Origin. Such interesting launches with so much engineering/research content. __ 2/ Some reflections: a. It's finally been a year since I started my corporate journey (last Aug). Though I was working in uni and all, let's not consider that. It's been a rewarding experience. I'm glad I locked in around June/July last year and I've seen huge changes since then. b. It'll be one year at the end of September since I took my first flight ever, and it was a direct international one lol. Not sure how I hadn't travelled through air before. Solo travel has been extremely fun!!!! I've been to 8 countries in less than a year, with 2 upcoming. I've also been working during my travels, and it keeps me pretty fresh-minded. c. I really took my health and body for granted :( I'm not really smart by nature, so my usual way of coping has been putting in double the hours and sacrificing sleep. My body does not show any good signs for my age. d. I'll be 23 soon FAHHHH. I wanted to do better before reaching unc status, but it's been okay. Not regretful at least. I'll keep figuring things out as I go. __ 3/ What's next: - Take the last 2 months slower, focus mainly on Mem0 + recurring work and get my health on track - Maybe a long-term stay somewhere (long = 2 months hehe) - Pick up some non-AI creative thing - Dig into AI research better I have nothing figured out, im 'on the go' person __ A funny thingy: Was going to speak at KCD Hanoi ''(July end)'booked flights/hotel' got my visa 8 hours before the flight ' rushed Pune to Mumbai (6hrs) ' wasn't allowed to board because my middle name wasn't on the visa. Surprisingly, Vietnam doesn't support corrections, so all gone. Was irritated, had some good food (10k+ cal), and all good. pic: SG
  10. 8 augCursor is taking over an entire cafe in PuneJoin Cafe Cursor Pune on 29th August with over 800+ registrations already. We will be closing the registrations on 9th August (Sun) 10PM and acceptance mails by Monday EOD The venue is an old bungalow converted into a cafe. Multiple spaces with different themes :) Grab coffee, Cursor credits, network, build and showcase! Register here: https://luma.com/bbs0fetq Three slots for registration: - 10 AM to 1 PM cowork. Sit and build. - 1 PM to 4 PM cowork. Sit and build. (Fewer registrations here, better odds) - Drop in between 10AM-4PM: To maximise opportunity, you can just drop in to network (least slots available) It's a chill informal day with a loose agenda Few instructions: 1. Register by Sunday 9 PM. 2. Do not DM me asking to be accepted. It is drowning out everything else. 3. Do not ask me to let your friend in because you got accepted and they did not. We are here to build, not hang out. 4. Registration is not acceptance. Every slot is approval based. 5. Got a project to demo, or a question for the Cursor team' DM me. This is the one thing you should spam me about. Grateful to Cursor for bringing this to Pune
  11. 4 augCafe Cursor is coming to Pune!Grab coffee, Cursor credits and let's build together Register here- https://luma.com/bbs0fetq Thanks Ben Lang, Fawziyah and Cursor team for making this happen :)
  12. 14 julCloudFluently has crossed 7k users!!i honestly have not put any time into it since last 5-6 months except updating the old content just randomly checked the dashboard today after months and there's been some consistent learners for few months now w 30-40k+ visits/month yes, i will slowly work to get CloudFluently back. thanks to the frequent users :)
  13. 13 julGave a session at AWS Community Day Bengaluru last weekendTalked about self-orchestrating agents on AWS, and the protocols A2A+MCP Then the fun part, tried running a benchmark: do self-orchestrating agents (a coordinator that decides at runtime who to call) actually beat a single agent or a hand-written DAG workflow' I built four agentic workflows and benchmarked them ___ The honest answer: it depends on the task shape (which is obv but still wanted to try benchmarking) 1. On a local single-shot benchmark (720 runs, 3 open models), the explicit DAG workflow won on every model. Up to +0.48 higher success than self-orchestration on the weakest one (llama3.1:8b: 0.83 vs 0.35), at roughly half the cost and about 1.7x lower latency 2. On ''-bench (Sierra's multi-turn, verifier-graded benchmark, 240 episodes), it flipped completely. On Claude Haiku 4.5, self-orchestration went from worst to best (explicit 0.20 to self-orch 0.60), and on Sonnet 4.5 it tied for the top. A fixed DAG just can't adapt to where an open conversation actually goes. But self-orch paid for it: ~8.5 delegations and ~3x the latency to get there. 3. READ THE TRACES!! Unguarded, self-orch cascaded to 6 delegations every time on open-ended tasks Autonomy is real, it just quietly costs you in latency and $. Stack, for the curious: > ''-bench (Sierra) + a local suite, Strands Agents SDK on Bedrock AgentCore (Runtime + Gateway), Step Functions + Lambda, litellm, and Ollama for the local models. > Models: Claude Haiku 4.5 / Sonnet 4.5, Llama 3.3 70B, Pixtral Large, plus qwen3 / llama3.1 / glm4 locally. > Metrics borrow from BFCL (tool-selection) and '-bench (pass^k). ____ Slides: https://lnkd.in/gnUEmSGj Benchmark repo: https://lnkd.in/gZE83StR ____ This was my first time speaking in Bangalore, and it's so different from a Pune audience. Its filled with typical nerds and I loved it. Would have loved to catch more Bangalore events, but it was a fast Pune<>BLR in the morning and back by evening. Honestly a bit travelled-out, coz just got back from Taiwan too Had really nice chats with Sankalp, Sagar, Pratik, Adit, Jyoti and many more. Awesome speaker lineup too. And thanks to AWS User Group Bengaluru, Jones, Avinash and the organizers + volunteers for putting it together As usual, some exciting things coming up :)
  14. 8 julsmall benchmark im trying to run- does letting AI agents orchestrate themselves perform betteror does it just add cost and more failures' I built a quick benchmark harness along with 4 agent architectures to evaluate on: - single: one agent with all tools - explicit: a hand-authored workflow / DAG (deterministic) - self-orch: a coordinator that decides at runtime which specialists to delegate to (A2A) - hybrid: self-orch + a guardrail (a cap on delegations) the setup kind of is: -graded on ''-bench (Sierra's public tool-agent benchmark) with pass^k reliability [btw first 720 runs on my labelled task suite] - scoring follows BFCL for tool-selection - and the Inspect AI dataset'solver'scorer pattern - local models on Ollama for NOW I will be running the same four strategies on real AWS serverless architectures since i was originally experimenting as i will be speaking on this topic at AWS Community Day Bangalore ___ The TLDR till now from the base experiment (720 runs, 3 open models): - The scripted workflow was more reliable than the autonomous one on every model, +58 points on the weakest (paired bootstrap, p'0) - On an open-ended task, the unguarded self-orchestrator kept delegating until it hit its cap (6 hops); a simple guardrail held it to 2 - It costs more per query for less reliability, and the trade gets worse the weaker the model. The read: self-orchestration is a tradeoff, for now well it largely depends on the models and harness too. planning to take this further, primarily on AWS by using better inference models and I will setup AWS architectures for each workflow and then locally for long runs with better models after i delete some games to free up space lol ____ you can check the bench here: https://lnkd.in/gZE83StR I am trying to learn how do we even benchmark workflows in the first place. Honestly, just experimenting but its been fun. If yk a standard practice to it, please comment through or dm
  15. 26 junAt DevOpsDays Taipei :) 🇹🇼
  16. 20 junAttended PyCon Singapore yesterday and it was a blastloved the talks: - Aritra Roy Gosthipaty on Tokenization in Transformers v5 - Michelle Sandford on Multiagent systems on Python w some rly creative agents - Georgi K. on everything about AI, being a teacher, GenZ or generations and open source - Anthony Tung over AI fluency w philosophy - Vivek Keshore on explaining codes from terrible to best practices and Zen - Yuli Zhan about supply chain security - Jiawei Simon Lin about Agent Skills - Mou Yuan Yop over adopting uv and pyproject.toml - and many other speakers!!! Had so fun time Aritra, Onur And nice meeting you Saurav ggs
  17. 18 junAt Singapore!Will be attending PyCon SG tomorrow I will be in SG for a while so hmu for coffee chats or coworking together :)
  18. 14 junYou can feel the difference in a room where everyone is building instead of just listeningANDD that was Build Day: Agent Harness & Memory [Build Club x Mem0], finally wrapping up! The agenda was different from the usual community events you see in Pune Instead of sessions where attendees sit and listen to talks for hours, the idea was to run it more like a cowork space where people: come up with an idea ' build something ' demo it ' get feedback Honestly, the whole format was pretty ambitious. But everyone delivered!! We had incredible: 2 awesome workshops: - Saurabh Mishra on building an agentic app you talk to over Telegram, with Google ADK - Jitendra Gupta on going from memory to action, an autonomous SRE agent with Mem0 + OpenClaw 3 research yaps: - Atharv SP, a deep dive into the Claude Code harness - Bhoomi Awhad on context window degradation and token budgets in multi-session agents - Pratiksha Naik explaining the FadeMem paper and more than 15 demos!!! YESSSS. Incredible projects built by the community: - Dinesh Seervi, LLM Gateway: how to secure LLMs - Om Mapari, Shello CLI: an AI agent for SRE and DevOps - Vishwanath Patre, AI Doc: the AI doctor for AI projects - Amit Singh, One Model, Many Minds: a personal agent harness with context injection - Kedar Vartak, Glassbox: an inspector for agent context and on-the-spot builders like: Vedant, Pankaj, Arnav, Siddharth, Varad, Tanishq, Atharva, Arpan, Arinjay and a few more I missed T^T The demos were incredible. Some VERY interesting stuff. Thanks to Technogise and Immanuel for letting us host at their office space. To Sagar Utekar for co-hosting and helping get this event into reality. And thanks to all the volunteers, Akash, Om, pranav, Ramesh, Faizan, and my last-minute helping friends Rushi and Shivam :) [I hope I did not nag everyone too much with projects :p] ONTO NEXT <3
  19. 12 junThe full speaker lineup for Build Day: Agent Harness & Memory is locked. Tomorrow with Build Club x Mem0Two live workshops, in code: 1. Saurabh Mishra- Build Agentic AI App That Your Customer can Interact with via Telegram A hands-on lab wiring a Telegram bot to a PostgreSQL database with Google ADK and MCP, deployed serverlessly on Cloud Run. 2.Jitendra Gupta- From Memory to Action: Building an Autonomous SRE Agent with Mem0 and OpenClaw. An agent that recalls past incidents, reads dashboards, and generates remediation, with Mem0 for memory and OpenClaw for computer-use. 3 Research yaps: 1. Atharv Patil - Deep Dive Into Claude Code Harness 2. Bhoomi Awhad - The State-Tracking Bottleneck: Context Window Degradation & Token Budgets in Multi-Session Agents 3. Pratiksha Naik - Explaining the Paper FadeMem 6 Demos and more: 1. Dinesh Seervi - LLM Gateway: How to Secure LLMs 2. Om Mapari - Shello CLI: AI Agent for SRE & DevOps 3. Vishwanath Patre - AI Doc: The AI Doctor for AI Projects 4. Amit Singh - One Model, Many Minds: A Personal Agent Harness with Context Injection 5. Prateek Kanurkar - Scaling Self-Hosted AI Agents with Durable Engines 6.Kedar Vartak - Glassbox: Inspector for AI agent context And a thank you to our venue partner, Technogise, for hosting us in Pune and Immanuel Joshua for helping out See you there!
  20. 12 junTomorrow me and Sagar Utekar are running Build Day: Agent Harness & Memory event in Pune (Build Club x Mem0)It is a build event, not a talk-and-leave one. Bring a laptop and an idea, sit together with other builders, get feedback and demo your implementation How the day looks like' : - a quick research peek into agent harness and memort, - two hands-on workshops by Saurabh Mishra and Jitendra Gupta - a two-hour build sprint, - and a demo hour to close The bounty board has a few projects to pick from if you want to get some idea inspiration- - building an agent harness from scratch - building an agent with memory on versus off and benchmark - A Telegram bot that remembers each user across chats, etc many more We also have made a Resource center if you are relatively new to the concepts of Agent Harness & Memory and want to get started: https://lnkd.in/dfRwXvgu Full agenda and the whole bounty board and resources below- Even if you are not attending, would be a good resource for you to skim through Invite-only and full this time. See you tomorrow!
  21. 11 junhitting the scuba kitty dance coz I’m visiting Taiwan again 🇹🇼I’ll be speaking at DevOpsDays Taipei 2026 (jun 25-26) on ‘AI driven SBOM & Remediation’ Taiwan holds a very special place for me and I want to gatekeep it so bad. Taipei was the first international city I ever travelled to and no other city has topped it since, EVER last time I did mention I’d drop some travel stories and forgot but will do this time. going full north Taiwan -> south Taiwan :) also going to be in Singapore next week 🇸🇬 so anyone from SG and TW, if there’s an event or just want to grab coffee, hit me up!! LETS GO ___ Thank you Chris, Augustin and DevOpsDays Taipei team + Alex ~
  22. 6 junspent last sat at Cloud Native Day pune in collab with VultrModerated panel w Preeti Wadhwani :) Interesting meetup as always, CNCF pune community never disappoints And, fun convos w everyone!!
  23. 2 junPune AI Builders, this is for youHosting an event- 'Build Day: Agent Harness & Memory' in collab with Build Club x Mem0. A full day on the parts of agentic AI, agent harness and memory yap. Because the bottleneck right now isn't the model. It's the harness and the memory: the loop your agent runs in, the tools it reaches, the context you feed it every turn, and whether any of that survives a restart. So we're spending a whole day building exactly that. - Date: 13th June - Time: 10AM - 3:30PM ' Apply: https://luma.com/k0188xwl (invite only, limited seats) What's the day look like' 1. Research yap ' where agent memory & harnesses actually stand in 2026 2. Live build walkthroughs ' harness + memory, in real code walkthrough/workshops, no slides 3. Build sprint ' extend a walkthrough, bring your own project, or grab a bounty off the board. Sit together and BUILD 4. Demos ' 5 min each, show what you shipped '' Call for builders The stage is open. You can: - Lead a workshop around agent harness and memory [STRICTLY NO SLIDES] - Drop a 10-min research yap - Demo something you built around agents, harnesses, or memory Apply here: https://lnkd.in/dNRS4kEC Pune's builder scene has grown massively this year, and betting on the same Let's BUILDD!! p.s. Repost please! Lets get it to all the builders in Pune :) and- we are looking for venue sponsors. If this event sounds interesting to host at your office space, lets talk! Annie Liao '', Vedant Dwivedi
  24. 28 mayAt AWS Summit Mumbai :)Let's chat if you are around
  25. 23 mayYesterday evening at the Cloud Native Pune meetup at Platform9. A meetup after a long timeFour talks, all dense and worth the time: 1. Maximise GPU efficiency with MIG on Kubernetes by Devendra Kulkarni -> MIG partitions a single GPU into isolated instances, and the Kubernetes device plugin + GPU operator schedules workloads across them. [https://lnkd.in/dS3xV3qd] 2. Your Database Deserves Better: Run It the Kubernetes Way with OpenEverest by Atharva Mhaske (proud of u :)) -> OpenEverest wraps the operator pattern around Postgres, MySQL, and MongoDB so provisioning, scaling, and maintenance stop being manual work. Good for cost reduction if you are running RDS instances(very costly :/) [https://lnkd.in/drdWjfFQ] 3. Architecting Local AI Agents by Ashutosh S. Bhakare -> ADK for orchestration, Gemma 4 for reasoning, Docker Model Runner for containerized inference. Entire agent stack running locally [https://lnkd.in/dvYac4Ec , https://lnkd.in/dzydk8Tk] 4. Escaping Hypervisor Lock-in: Open-Source VM Migration with vJailbreak by Omkar Deshpande and Sarika Gautam (most interesting for me) -> Open-source tool to migrate VMs from VMware vSphere to OpenStack or Platform9 Private Cloud Director. Agentless, uses VMware VDDK, supports live and cold migration. [https://lnkd.in/dXWzSA9F] Met so many of you cool folks unexpectedly. pranav metil, Preeti Wadhwani, Pradnya Deshpande, Onkar Shelke, Ramesh Choudhary, Faizan Firdousi, swayam, atharva ...(old unc memory) Kudos to the CNCG Pune team Sagar Utekar, Pradyum Chopade and Platform9 for putting this together :)
  26. 2 mayI've joined Mem0 as Member of Technical StaffHuge thanks to Taranjeet Singh and Deshraj Yadav for the opportunity and really grateful to be part of what they're building! Grateful for the wonderful experience at ZS too Memory layer for AI agents and harnesses is still a largely unsolved problem and Mem0 is one of the few teams actively working on it If you're building in this space, feel free to hit the dms. would love to chat
  27. 1 mayDevOpsDays Tokyo was everythingI gave a session on Autonomous SOC: AI-Driven Supply Chain Security & SBOM Remediation Been exploring Japan in between and just absorbing it all Huge love to the phenomenal speakers- Nathen Harvey, Andrew Clay Shafer, Edwin Alan Moedano Cardiel, Weithenn Wang, riccardo soro , Nicolas Fantoni, Augustin Lu, Ludovic TOISON , Dr. Joe Perez + folks that I missed Thanks to Alex Papadimoulis , Sasa-san~~ , Emi-san~~, organising team and translators for holding the whole thing together. Maybe already plotting a Taiwan trip soon to reunite with Augustin, Weithenn, Rose and the crew there ' Sushi time was fun :) Akihiro Okuda, Hugo Marin ' On the talk side: Over the last few weeks- Trivy, LiteLLM, Axios, OpenAI Codex, Claude Code, Railway CDN, Vercel, pretty much every major tool in the modern stack had a supply chain incident. Things we use personally and at enterprise scale. So I built something: a plug-and-play autonomous SOC you can drop straight into your GitHub Actions pipeline. Open source, and I'll keep iterating, contributions very welcome. Slides link: https://lnkd.in/dB_kHz2M GitHub repo link: https://lnkd.in/dXQwMhQu More updates soon :)
  28. 19 apr“Because milestones are not just meant to be celebrated, but to be shared”So proud of everyone You’ll def see some more things like this coming up from AWS Student Builder Group at PICT <3
  29. 17 aprAWS AI Launchpad for Professionals by AWS User Group Pune happening tomorrow!!What an insane lineup of speakers! Sadly won’t be there tomorrow but looking forward to hearing experiences from you guys Do attend :)
  30. 10 aprA lot of crazy things happened last weekWas busy building and lazy enough to make seperate posts so dumping all into one here +_+ 1. AWS Student Community day was successfully hosted by AWS Cloud Club PICT on 4th April. As a founder of this club, always wanted to host a SCD and thanks to my juniors for organising I was in the organising and the panel discussion Btw, AWS Cloud Club PICT has grown to the largest AWS club worldwide with 5k+ members :) ' 2. Thanks to Bhoomi Raut and AWS Cloud Club at Sanjivani College of Engineering for inviting me as a speaker at AWS Student community Day Sanjivani. I talked about AWS Lambda Durable functions along with step fns and eventbridge onto how to create stateful applications The students were eager to learn with more than 500+ attendees!! ' 3. Thanks Omanand Swami for inviting me for the inauguration of AWS Cloud Club at JSPM RSCOE on 7th April I talked about some cloud fundamentals ' 4. Thanks Ram Iyengar for scheduling an OpenSSF live event on 9th April where I talked about Autonomous SOC Def troubled him a lot in organising it smoothly ' 5. And a small mention onto the inaguaration invite to I2IT some weeks back. Was nice to see Faizan and some I2IT folks at AWS SCD Pune And finally a talk at DevOpsDays Tokyo coming up soon. There's some interesting updates coming up too. Currently just focusing on as much as I can focus on building. That said, IM AT HONGKONG''. Anyone from HK up for coffee chats or lock in at some cafe' Hit me up!!
  31. 31 marJapan, I'm coming!!Excited to share that I will be speaking at DevOpsDays Tokyo 2026 (Apr 14-16) on the topic- 'The Autonomous SOC: AI-Driven Supply Chain Security and SBOM Remediation' The timing could not be more relevant. The last two weeks were a supply chain security disaster: ' TeamPCP compromised Trivy (a security scanner) and cascaded through 5 ecosystems in 8 days ' LiteLLM (95M downloads/month) was backdoored via stolen PyPI credentials from the Trivy breach ' Axios (83M downloads/week) was hijacked via a stolen npm token, deploying a cross-platform RAT ' OpenAI Codex had a command injection flaw that turned Git branch names into credential-stealing payloads ' Claude Code's entire source code leaked via a .map file accidentally shipped to npm Every one of these exploited the same structural flaw: AI and developer tools hold elevated credentials by design, and nobody is monitoring them with SOC-level rigor. That is exactly what this talk is about. How to build a closed-loop system that catches these before they cascade. I will post some content about this in the upcoming days. Also going to be in Hong Kong'' and Malaysia'' around the same time. Would love to meet builders and the tech community across all three countries. Anyone in Japan, Hong Kong, or KL up for coffee chats, meetups, or office tours' Please hit me up!! Thanks Alex Papadimoulis and the DevOpsDays Tokyo team :)
  32. 28 marA few days back, was glad to be there as a speaker for the AWS Cloud Club I2IT inauguration alongside Vishal AlhatToday, heading to AWS Student Community Day Sanjivani to talk on Stateful systems organized by AWS Cloud Club at Sanjivani College of Engineering And next Sat at AWS Student Community Day Pune :) It's always nice to connect with student communities eager to learn and figuring out what to do next (same situation, me too) Bullish on students and these AWS Cloud Captains spearheading initiatives along w their teams Faizan Firdousi, Bhoomi Raut, Mayuresh Muluk Anyways, onto today's event. EXCITED
  33. 3 marI'm officially an AWS Community Builder for the AI Engineering category!Pretty long journey of ~3 years from a naive student interested in AWS, to an AWS Cloud Captain and now an AWS Community Builder after tons of events, content creation, conversations and experiments Thanks to the always inspiring Dheeraj Choudhary , Vishal Alhat '' , Ridhima Kapoor , Paxton L Hall and all the learners out there who have been a part Building continues
  34. 19 febCall for Speakers now open for AWS Student Community Day Pune 2026If you’re working on Amazon Web Services (AWS) across cloud architecture, DevOps, AI/ML, security, platform engineering, or scalable systems- we invite you to share your work. > 𝐄𝐯𝐞𝐧𝐭 𝐃𝐚𝐭𝐞: 04th April 2026 > 𝐕𝐞𝐧𝐮𝐞: Cloud 99, Phase 1 Hinjawadi, Pune, India Important Dates: > CFP Opens: 16 February 2026 | 05:00 PM IST > CFP Closes: 15 March 2026 | 11:59 PM IST 𝐒𝐮𝐛𝐦𝐢𝐭 𝐲𝐨𝐮𝐫 𝐬𝐞𝐬𝐬𝐢𝐨𝐧 𝐩𝐫𝐨𝐩𝐨𝐬𝐚𝐥: https://lnkd.in/d5_j3_Kw 𝐎𝐟𝐟𝐢𝐜𝐢𝐚𝐥 𝐖𝐞𝐛𝐬𝐢𝐭𝐞: https://lnkd.in/dmTwZjRm ✨ Be part of building the next generation of cloud leaders. __ AWS Student Builder Group at PICT, Mayuresh Muluk, Pranav Metil, Sonali Kamble, Girish Kale, Tirthraj Mahajan, Nilakshi Sonawane, Shriniwas Prachand, Yash Kachale, Om Yerkar, Piyush Burge, Akshay Jha, Akshit Mishra, Nawaz Sayyad, Himanshu Gholse, Shraddha Kokare, Anay Patil, Mokshada Sheth, Rudrani Shinde, Aswathi Pillai, Dipali Deore, Pranisha Pol, Siddhi Nagapure, Spondon Nath, Vaishnavi Kumkhele, Jagruti Kaulkar, Arushi Shesh
  35. 8 febExcited to share that I'll be speaking at HashiTalks 2026I'll be presenting a session on one of my favorite topics: Terraform Stacks, where I'll talk about the shift from IaC to IaL (Infrastructure as Lifecycle) - Session: From IaC to IaL using Terraform Stacks - Date: February 20, 2026 HashiTalks 2026 has some really exciting sessions lined up, and it's shaping up to be a great event for anyone interested in modern infrastructure and cloud automation. ' Check out the agenda and register here: https://lnkd.in/dfYZvR_Y Looking forward to seeing you there :)
  36. 22 jan100k+ impressions on Google Search in ~3 months. Here's exactly what I didA few months ago, I started an SEO experiment for CloudFluently where I wrote 150+ blogs from scratch to see if I could crack organic search. Here's everything that worked (and what I learned the hard way) ' __ ' The Technical Foundation (do this FIRST): Set up the boring but essential stuff 1. robots.txt: tells Google what to crawl and what to ignore. 2. sitemap.xml: basically handing Google a map of your site. Submit it to Search Console. Every new page should automatically appear here. 3. Google Search Console: where you see what queries you're appearing for, which pages are indexed, crawl errors. 4. Clean URLs: /blog/aws-saa-exam-guide not /blog/post'id=123. Google uses URLs to understand content hierarchy. __ ' Why 150+ Blogs' (The Volume Logic): Google has something called "crawl budget" which decides how many pages get crawled and indexed. New sites get limited budget. As you publish more quality content, Google allocates more resources to you. The 150 blogs weren't about hoping all would rank. It was about: - More surface area = more queries to appear for - Discovering which 10-20 topics Google actually cares about - You won't know what works until you publish. It's a discovery game. __ ' Keyword Strategy: This is where most people mess up. They write what they want, not what people actually search. 1. Match the exact search query: People don't search "cloud computing fundamentals." They search "is AWS hard for beginners" or "AWS vs Azure which one to learn." Match how people actually type. 2. Target fresher keywords: Instead of "AWS Solutions Architect Guide" (too competitive), I targeted "AWS Solutions Architect Guide 2025" or "SAA-C03 exam topics 2025".' 3. Go specific: "AWS certification" ' Amazon owns this. "AWS SAA-C03 vs Azure AZ-104 for beginners" ' realistic chance. __ ' Internal Linking: Every blog links to 3-5 related posts. Google crawls one page ' discovers five more ' understands they're related ' builds topical authority for your site. Also keeps users on your site longer = good engagement signal. __ ' The Honest Numbers: 104K impressions 0.7% CTR (very low) Average position: 34 (page 3-4) Translation: Google is testing CloudFluently. Showing it in search results, but still buried too deep for real clicks. Impressions prove relevance. Now the work is getting to page 1. __ ' What's next' - Double down on pages ranking position 10-30 (almost page 1) - Better meta titles/descriptions for higher CTR - Build backlinks (haven't focused here yet) SEO is a patience game :( 3 months in, foundation is set. Now it's about compounding. __ If you're building something and experimenting with SEO- what's working for you' ' ': cloudfluently.com/blog
  37. 10 janHashiCorp Terraform Associate 004 exam just dropped on 8th Jan 2026Here's a FREE complete prep package for you ' I've put together everything you need to prepare for the new exam on CloudFluently: FREE Terraform Associate 004 Study Bundle: 1. Terraform Associate 004 Exam Guide: https://lnkd.in/dmEks-q8 Format, timeline, domain distribution, exam day tips 2. Terraform Associate 003 vs 004 Comparison Guide: https://lnkd.in/dFrCxkfZ What's changed and how to transition 3. Terraform Associate 004 Study Notes: https://lnkd.in/d2Uc34Ax Covers all exam objectives divided into 8 modules and 30 lessons. 4. Terraform Associate 004 Practice Exam Sets: https://lnkd.in/dHqE-xHP 3 practice sets[180 Questions] of Exam-style questions divided into domains with explanations ___ What's new in 004' The exam now tests on Terraform 1.12 with these additions: - Lifecycle rules: depends_on, create_before_destroy, prevent_destroy - Custom conditions for validation (preconditions, postconditions, check blocks) - Ephemeral values and write-only arguments - Enhanced HCP Terraform coverage (workspaces, projects, run triggers) ___ If you studied for 003, you're already 80-85% prepared. Just focus on the new topics. Planning to take the Terraform certification this year' Try these resources out. Already certified' Your feedback would mean a lot ' '' Repost if this helps someone in your network #Terraform #HashiCorp #DevOps #CloudFluently

  38. / 2025

    28 decMy 2025 Wrapped'As a Founder / Builder: - Launched CloudFluently, a free cloud learning platform - Grew CloudFluently to 5.5k+ users with 15k+ course enrollments - Accepted into Google Cloud Startup Program - Accepted into AWS Activate for Startups Program - Published 1,000+ lessons in <6 months - Wrote 125 in-depth technical blogs (SEO experiment) - Achieved 50k+ SEO impressions in ~2 months - Crossed 100k+ website visits from 140+ countries - Scaled platform to handle 1'2M API requests/month - Built InfraPilot (Cursor for Infra) - Beta Jan 2026 Courses & Content on CloudFluently [this is insane]: - AWS: 4 study notes, 7 practice exams, 2 hands-on packs (10 projects) - Azure: 3 study notes, 3 practice exams - GCP: 3 practice exams - HashiCorp: 1 study note, 1 practice exam - Misc: 2 additional technical study notes ___ 'Social Media & Reach: - LinkedIn: 500k+ impressions | 6k+ connections - X: 500k+ impressions - Instagram: 1M+ impressions ___ 'Research: - Research internship at Carnegie Mellon University - Published research paper on AI-Driven Architectures ___ 'University / Academia: - Graduated June 2025 with 9+ GPA (not sure how did i even get that) - Invited as External Examiner at AISSMS IOIT for final-year project evaluations ___ 'Community: [Organizer] AWS Cloud Club PICT - Completed tenure as an AWS Cloud Captain - Led India's largest student-led AWS community (3.5k+ members) in ~1.5yrs - Organized 10+ events/workshops (5'6 in 2025) - Internship drive: ~100 interviews | 60 interns | 5 project + 5 research teams [Organizer] Build Club Pune - Organized Build Club Pune launch with Technogise - Co-hosted Build Club ' HPE (Cybersecurity + AI) - Built 500+ community members in two events As a Speaker: - Speaker at AWS Community Day Taiwan - Speaker at AISSMS IOIT - Speaker at TechXplore 2025 (SKNIEE) - Speaker at Build Club ' HPE - Speaker at Build Club Pune Launch - Speaker at AWS Community Gatherings - Multiple college club sessions (lost count over the last min sessions I gave, thanks to my bird brain) As a Volunteer / Attendee: - AWS User Group meetups, AWS Community Day Pune 2025 - Attended 20+ tech meetups (Cant count this again) ___ 'Internships / Work (not my main focus like it is for most people): - AI/ML internship at a startup - Cloud Content Writer internship - Developer Advocate (Cloud) - Research internship in AI/ML - Now a full-time role: AI + Cloud + Backend ___ 'General / Fun Facts: - Walked ~800k'1M steps this year (still fat asf) - 88k+ minutes of songs on Spotify (brainrot) - 500+ hours of Valorant (I am scared to check League stats, rest games dk) - First international solo trip | visited 2 countries - Started learning Japanese (JLPT exam hopefully soon) - Writing a book (yeah ewww) - Crossed 1 Billion token usage on Cursor (check yours-> cursor.com/2025) - Built multiple side projects - Selected for AWS New Voices Program My thought' It was decent, just want to do better. Onto 2026 :)
  39. 21 decPeople are stealing my content.So, what am I doing? I'm making it easier for them If you've been following me, you've seen me constantly posting free cloud resources on CloudFluently. We already have 5k+ learners, 15k+ course enrollments and an enthusiastic cloud community :) I've been running this platform completely solo - coding, bug fixing, content creation, marketing, you name it. And these free resources related posts hit MASSIVE impressions. Just... not on my account. Over the past few months, influencers from the cloud space have been copying my posts + graphics word-for-word, slapping their name on it, and posting. Straight up plagiarism. The crazy part? → Some claim CloudFluently is THEIR platform → Some put their names on my content like they made it → Some block me first, THEN post my content I'm a small account. When someone with 100k+ followers posts my exact content, my credibility goes to zero. My work gets no credit. That part genuinely sucks. _____ 🤔 So what am I doing about it? Here's the thing - instead of crying plagiarism, I see a growth opportunity. My goal with CloudFluently has always been simple: make cloud learning free and fun for as many people as possible. If my content spreads, that mission wins. I just need the right people spreading it. 👉 So I'm working on- CloudFluently Ambassador Program. The idea is simple: If you create cloud based content or lead a cloud based community, CloudFluently can help you reach the goal with more visibility and resources! Still figuring out the details, If this sounds interesting, drop a comment- 'CLOUDFLUENTLY' and I will DM you the details. I'm starting with 25 creators this month. Would love to connect with creators who care about this space. Also I'm curious - have you ever dealt with content theft? How did you handle it? ♻️ A repost would mean a lot as a support
  40. 6 dec🤖 And that’s a wrap, Pune!The Cybersecurity + AI Meetup by Build Club x Hewlett Packard Enterprise successfully concluded today and what an incredible day it was. A full house, engaged conversations, curious minds, and a community that truly showed up to learn, share, and build. __ ✨ Key Highlights from the Day • Santosh Khadsare helped everyone understand the real impact of data breaches and why security awareness matters more than ever. • Anubhav Lal shared practical insights on website security and how anyone can start contributing to cybersecurity. • Sayli R. & Nilesh Desai broke down Zero Trust in a simple, relatable way- something everyone could take back to their teams. • Rushi Balapure gave a quick tour of existing AI security tools already making a difference in the industry. • Yours Truly (ME) tried to give a walkthrough on how AI agents can automate security operations and how to control AI Hallucinations Each session brought a new perspective, and together they created a well-rounded picture of where Cybersecurity + AI is headed. __ A huge thank you to: • The ENTIRE HPE Team. This event won't be possible without them!! • Our amazing speakers for delivering high-impact, actionable sessions • Every attendee who took time out on a Saturday morning to be part of this Your participation is what makes these events meaningful. 🙌 Seeing Pune’s builder ecosystem grow month after month has been surreal and today’s meetup reaffirmed the importance of bringing AI + cybersecurity conversations together as we move into 2025. Special mentions: Rohit Sharma, Neha Pashiney PMP® CSM® Thank you for the help: Pranav Metil, Mayuresh Muluk, Sonali Kamble, Faizan Firdousi, Akash Hede, Om Yerkar This is just the beginning. Let’s keep learning, keep connecting, and keep BUILDING responsibly Until next time :) Build Club, Annie Liao 🇦🇺, Saanvi Yerawar, Vedant Dwivedi
  41. 5 decHad the pleasure of speaking at Sinhgad's Smt. Kashibai Navale College of Engineering, Pune last week!I was invited as a speaker by the SKN IEEE Student Branch as part of their TECHXPLORE, 3-Day Tech Webinar Series 2025, where I conducted a session on Cloud Computing. Super grateful to Parth Ghogare and the team for the warm welcome. The students were incredibly curious, engaged, and full of energy, exactly the kind of environment that makes teaching fun :) We covered: • Cloud fundamentals • Why cloud matters for beginners in tech • A live walkthrough of hosting a website using AWS services [Hands-on] Always happy to contribute to student communities and help more learners get started with cloud :)
  42. 27 novMost SAA-C03 prep courses drag on for 40+ hours with endless slides.This one doesn’t. I’m sharing a focused 5-hour, exam-driven workshop built to help you clear the AWS Solutions Architect Associate (SAA-C03) on your very first attempt. Why this workshop stands out: The team analyzed real exam patterns and built the content around what actually appears- VPC design, multi-AZ architectures, RDS vs DynamoDB, load balancer decisions, and more. No fluff, just what you need to pass. What you get: - Live walkthroughs of real multi-AZ architectures - Hands-on labs to build production-like AWS environments - Smart exam strategies to eliminate wrong answers fast - 120-day access to recordings If you don’t pass, you join the next cohort for free Your instructors & panelists: → Saurabh Shrivastava — Global Solutions Architect Leader, AWS → Kate Gawron — AWS-Certified Database Specialist → Kamal Arora — Director of Solutions Architecture, AWS → Ashutosh Dubey — Technical Leader, Generative AI, AWS 📅 January 17th | 9 AM – 2 PM EDT I’ve also secured a special discount for my network 🔗: https://lnkd.in/dSzHNCTa Use Code: HIMANSHU40
  43. 22 novWant FREE AWS Practice Exams for ALL the Foundational & Associate AWS Certifications?This is for you 👇 Over the past few months, I have been building CloudFluently, a free cloud learning platform for anyone interested in Cloud. Today, I’m excited to share that practice exam sets for ALL Amazon Web Services (AWS) Foundational and Associate certifications are now live!! 👉 AWS Foundational Certifications: 1. AWS Cloud Practitioner Exam [3 Practice exam sets - 195 Qs]: https://lnkd.in/dQ-E4eAQ 2. AWS AI Practitioner Exam [3 Practice exam sets - 195 Qs]: https://lnkd.in/dGYt7KbE 👉 AWS Associate Certifications: 3. AWS Solutions Architect Associate Exam [3 Practice exam sets - 195 Qs]: https://lnkd.in/ge-nZTU7 4. AWS Developer Associate Exam [3 Practice exam sets - 195 Qs]: https://lnkd.in/djsPgXvk 5. AWS CloudOps Engineer Associate Exam [3 Practice exam sets - 195 Qs]: https://lnkd.in/dMJmDTd3 6. AWS Machine Learning Associate Exam [3 Practice exam sets - 195 Qs]: https://lnkd.in/dRRm6bzv 7. AWS Data Engineer Associate Exam [3 Practice exam sets - 195 Qs]: https://lnkd.in/dUQJXRpp Each practice set includes: - 3 Practice Sets (195 questions each) - Domains aligned to the official exam guide - Answers with detailed explanations - 100% free If you’re preparing for AWS certifications this year, try them out and if you’ve already passed, your feedback would mean a lot 💬 You can also join the CloudFluently Discord to prep together with peers: https://lnkd.in/dCJ3YHHY ♻️ Repost if you found this helpful with CloudFluently
  44. 19 nov🤖 Pune, we are back!Build Club, in collaboration with Hewlett Packard Enterprise (HPE), is bringing to you 'Cybersecurity + AI Meetup' this December! A half-day, high-impact event bringing together security professionals, AI builders, and engineers under one roof. 📅 Date: Saturday, 6th December 2025 ⏰ Time: 9:30 AM – 2:30 PM 📍 Venue: HPE Office, Kharadi, Pune 🔗 Register here: https://luma.com/77kks32i 🤔 What’s lined up? A mix of deep-dive cybersecurity sessions + practical AI perspectives: 1. The Hidden Costs of a Data Breach [Santosh Khadsare - Chief Business Officer, SysTools] 2. Cybersecurity for Websites: How Can I Participate? [Anubhav Lal -Entrepreneur] 3. Zero Trust Architecture in Practice [Sayli R. & Nilesh Desai - Technology Consultants, HPE] 4. Using AI Agents to Automate Security Operations [Himanshu Sangshetti - Solutions Associate, ZS] 5. We’ve Got AI for That: Existing AI Security Tools [Rushi Balapure - Product Engineer, Promobi Technologies] Plus: A short quiz + networking over refreshments. Why this event? - AI is scaling fast across every domain but cybersecurity remains the backbone that keeps this growth safe. - This meetup is designed to explore both worlds together: real security problems + practical AI tools that strengthen modern systems. __ ⚠️ Limited seats so make sure to register soon! Pune's builder ecosystem has grown massively this year and this collaboration with HPE is a big step in bringing more security-focused conversations to the community. Come learn, connect, and explore the future of Cybersecurity + AI together. Let's BUILD RESPONSIBLY :) Vedant Dwivedi, Annie Liao 🇦🇺, Saanvi Yerawar, Neha Pashiney PMP® CSM®
  45. 16 novSpent my Saturday at the CNCG Pune meetup at Red Hat, and it was packed with solid learningHighlights from the sessions: - Deploying scalable, production-ready ML models with KServe by Nagesh Rathod. - Orchestrating AI agents locally using Docker Compose Agents by Ashutosh S. Bhakare. - Running AI agents inside Kubernetes using KAgents by Rohit Marathe. - Solving MLOps last mile challenges with Feast Feature Store by Gaurav Kamathe. - Enabling container-native AI workflows with Docker CAgents by Sagar Utekar. Really enjoyed the depth of topics and the community energy!! Kudos to the CNCG Pune team, the RedHat team and all the volunteers for organizing this event :)
  46. 14 nov6 months ago, I was preparing for my final year project submission.Today, I visited AISSMS as an external examiner to evaluate final year projects. Life really does turn 360 fast. Glad to share I was invited by the AISSMS IOIT CS Department as an external examiner, and honestly, it felt surreal to sit on the other side of the table. Met several final-year teams and some of the projects were genuinely impressive ✨ The tech bar for students is rising quickly. You can clearly see university teams building real products, not just submitting “college projects.” 🤔 And honestly, this is the best era to be a student. With AI tools everywhere, it’s absolutely possible to build a product before graduation or even start something of your own with very little friction. 🛠️ If you’re a student and want to start building, here are a few AI tools worth exploring: 1️⃣ To build faster: - Cursor - Windsurf - Continue[dot]dev - bolt.new 2️⃣ To design better: - Figma + Diagram AI - tldraw + MakeReal 3️⃣ To research smarter: - Perplexity - Typeset[dot]io (SciSpace) - Scite[dot]ai 4️⃣ To launch your project: - Replit Deployments - Vercel - Supabase 5️⃣ To showcase your product: - Framer AI - Typedream AI - Mixpanel Thanks to AISSMS IOIT, Archana ma’am for the invite and to all the faculty who were incredibly supportive. Walking into the university: - First as a student - Then as a speaker - Today as an external examiner- all within just one year. What’s next? :)
  47. 12 novI wrote 100 blogs in ~10 days. Literally.It’s been a while since my last post. I’ve been deep into SEO experiments for CloudFluently, a free cloud learning platform. For 2 weeks, I paused all new CloudFluently updates just to understand where the existing audience comes from. Here’s what I found 👇 - 90% of our traffic came from LinkedIn - Almost none from Google (yet) That’s actually interesting!! Because it shows how strong the LinkedIn community has been in driving visibility so far. But it also highlighted something VERY IMPORTANT: to build long-term reach, CloudFluently needs to start showing up in organic search too. So what about expanding the traffic sources? That’s exactly what I’ve been working on. __ 👉 The SEO Reality Check Everyone says “just do SEO.” Here’s what that actually means when you start from scratch: 1. Competition is brutal. There are already thousands of articles explaining every single cloud concept. 2. Big players dominate. AWS, Google, and Azure own most of the top results. 3. Age matters. Google prefers older, established sites. 🤔 Okay, so what have I been doing? 1. Volume: Create that amount of content. Maybe not just 100, but if I can have 1K to 10K content pages, will it rival the big 3? Very curious. The straightforward answer is no, but it’s possible. 2. Quality: Content without quality won’t get you more visits. So I’m focusing on writing in my own way. 3. Internal Linking: Connecting related topics so users naturally move between pages. __ 🔗 You can check out the blogs here: cloudfluently.com/blog __ This 100-blog sprint was just an experiment I wanted to run. I’ll be sharing the results and complete learnings soon. SEO is a patience game :( If it fails, it fails- I’ll just change the strategy for the next 100. There’s a really good level of madness needed to run experiments like these, haha. If you’re also working on SEO, I’d love to hear your tips 👇 P.S. I’ll be adding one more major traffic source soon :)
  48. 22 octNew Feature: CloudFluently now has a Blog section!You can find blogs related to: - Cloud computing concepts - Study guides & tutorials - Certification exam tips and focus areas - Best practices & real-world examples You'll be seeing tons of blogs flooding here soon 👉 cloudfluently.com/blog Want your blog featured? DMs are open. Also check out the CloudFluently project gallery to browse cloud projects and submit yours: https://lnkd.in/dYm9T76y __ 🤔 SOO, TO THE MAIN POINT: why a blog section? To crack Google search = SEO and discoverability. Right now, my only source of audience is LinkedIn. If someone Googles "AWS certification free" or "Azure best practices" - CloudFluently doesn't show up. That needs to change. Organic search is the most sustainable growth channel for a free platform. You build it once, it keeps bringing people in for months/years. The problem? CloudFluently's content is behind courses where you need to signup - potentially hindering search engine ranking. That's why this blog is the public face of the platform. __ 💻 What's next? I've been experimenting with SEO strategies and there's a LOT to unpack. Blogs are just one piece of the puzzle. I'll be sharing more posts soon on: - What I've explored so far - SEO tips that actually work - Results & learnings from this journey Till then, check out CloudFluently and share it with someone exploring cloud :)
  49. 18 oct📈 How to grow your public profile on LinkedIn(Some learnings as a small account) So, I have been posting frequently on LinkedIn since past few months about my build in public journey, tech events, free learning resources etc. __ 🤔 First of all, why is it even necessary? Well, I'd say your public profile holds a lot of value- in tech or just in general. I am definitely one of those people who never really like to post, but I do it anyway. When you have a journey you’re showcasing and people feel connected to it, you start seeing tons of opportunities come your way. Visibility is the key. And you need a public profile for that. __ I gained over 350k impressions (more on X) as a small account and here's some things you can do to grow too👇 1. POST FREQUENTLY: - Everyone will tell you this, just increasing your posting frequency to a post every 1-2 days will give you very high visibility - Be that 'annoying guy' in the feed till they actually remember you 2. PICK A NICHE: - Be known for something you are good at. - Maybe its research, community host, ML enthusiast, someone who loves cloud whatever. - You should be the first person popping up in their minds when the niche is mentioned 3. FLEX: - As stupid as it sounds, very few to no people care about hard work compared to the numbers that shine. - You might feel boasty about flexing your metrics but do it anyways. - 300k is nothing but i'll flex anyways coz most of them won't read this without seeing that number - If possible, have a CTA to funnel into another post 4. FUNNEL THAT ATTENTION: - Once the flex catches attention, funnel it into providing something valuable. - For eg: Flex the LinkedIn impressions and funnel it into providing what you have learned - In the end, your focus should be providing quality content 5. STORYTELLING: - People like to see the journey, not just the destination. - Now you need to keep the funneled audience engaged in through storytelling - Share your wins, your failures, your metrics, your updates 6. REPEAT STEPS 3-5 (with 1–2 running in the background): - Keep flexing → funneling → storytelling in a loop. - The more you repeat, the more familiar you become. - Eventually, you’ll have an audience that looks forward to your posts. That is it. Repost if you found this helpful ♻️ Would love to hear how you work on building your public profile in the comments 👇 1M coming soon
  50. 14 oct☁️ Cloud Certifications are great but projects get you hiredOne of the biggest things I’ve noticed while running CloudFluently: people love learning cloud, but they often struggle to start building real projects. That’s why we’re launching a new section on CloudFluently called Build- a space fully dedicated to hands-on cloud projects. Here’s what you can do inside Build 👇 1. Explore the Project Gallery - Browse real cloud projects built by the community along with resources. - Get inspired, learn how others are building, and find your next project idea. 2. Submit Your Own Project - Finished something cool? - Showcase your project with details and start building your cloud portfolio. - - Get feedback from the other community members for your project. 3. Join Build Challenges - Every few weeks, we’ll host themed challenges where you can build domain specific projects - You’ll get a chance to learn, compete, and get featured on CloudFluently 4. Community (coming soon) - We’re working on a community section where you’ll be able to discuss projects, get feedback, and collaborate with other cloud learners. The goal is simple → Go from Learning → Building → Showcasing → Repeat Because certifications are great but projects get you hired. Start exploring the Build section here 👇 🔗 https://lnkd.in/dicCgzyu And if you want to prep or build together with other cloud builders worldwide, join our Discord community: https://lnkd.in/datXJ_Ye
  51. 12 oct📘FREE Practice Exams for 10 Cloud Certifications- AWS, Azure & GCPEach exam consists of 3 practice set (180 - 195 Questions) divided domain wise according to the official exam guide. These also come with explanations, answer breakdown and progress tracking to make your preparation easier The current available Cloud Practice exams on CloudFluently to help you ace your preparation👇 Amazon Web Services (AWS): 1. AWS Cloud Practitioner [3 Practice Sets - 195 Questions] 2. AWS Developer Associate [3 Practice Sets - 195 Questions] 3. AWS Solutions Architect Associate [3 Practice Sets - 195 Questions] 4. AWS SysOps Administrator Associate [3 Practice Sets - 195 Questions] CloudSewa: 5. [AZ-900] Azure Fundamentals [3 Practice Sets - 180 Questions] 6. [AI-900] Azure AI Fundamentals [3 Practice Sets - 180 Questions] 7. [DP-900] Azure Data Fundamentals [3 Practice Sets - 180 Questions] Google Cloud: 8. Google Cloud Digital Leader [3 Practice Sets - 180 Questions] 9. Google Associate Cloud Engineer [3 Practice Sets - 180 Questions] 10. Google Cloud Generative AI Leader [3 Practice Sets - 180 Questions] 🔗 Check them out at: https://lnkd.in/d4Ytxtyq Additionally, you can join the CloudFluently Discord to prep with peers worldwide: https://lnkd.in/datXJ_Ye ♻️ Repost if you find this helpful
  52. 8 octHere’s how I got $1,000 in AWS Credits and how you can tooA few days after CloudFluently got approved for the Google for Startups Cloud Program, we just got accepted into the AWS Activate Program by AWS Startups too :) Another small win for this little cloud project — What’s this program? AWS Activate is a flagship startup program that gives startups free AWS credits, tools, and resources to help you build faster on AWS. You can apply even if you’re in early stages — How to apply: 👉 Go to-> aws.amazon.com/activate 👉 Fill out basic startup details and describe your product If approved, you’ll get $1,000 (or more) in AWS credits + technical support — If you’re building in cloud / AI, you should definitely apply ♻️Repost so more AWS Builders can benefit from this
  53. 5 octCloudFluently just got approved for the- ‘Google for Startups Cloud Program’ :)Recieved $2,000 GCP credits, thanks to Google for Startups If you are learning cloud, checkout CloudFluently for free resources and roadmaps -> cloudfluently.com Comment ‘GCP’ if you want to know how to apply for the program👇 And if you are a Cloud/AI based company looking to collab with CloudFluently, dms are open!
  54. 4 octWant FREE Google Cloud Practice Exams to ace your next certification?This might be for you 👇 I run CloudFluently, a free cloud learning platform for anyone interested in Cloud. Just launched Google Cloud practice exams for the most in-demand certs: 1. Google Cloud Digital Leader Exam [3 sets- 180 Qs]: https://lnkd.in/dPaUA-gF 2. Google Cloud Generative AI Leader Exam [3 sets- 180 Qs]: https://lnkd.in/df3nDBBp 3. Google Associate Cloud Engineer Exam [3 sets- 180 Qs]: https://lnkd.in/d4qnRs4p Each practice set is: - Based on the official exam guide - Domain-wise categorized to target weaker areas - With detailed explanations (correct + incorrect answers) You can also join the CloudFluently Discord to prep with other learners: https://lnkd.in/datXJ_Ye With this, CloudFluently now has free practice resources for the big 3 in cloud: AWS, Azure, and GCP :) __ 👉 Explore more free resources & gamify your cloud learning → cloudfluently.com ♻️ Repost so more Google Cloud learners can grab these free exams
  55. 30 sep📈 3.3k+ members in less than 1.5 years is insane!AWS Student Builder Group at PICT is one of the fastest growing student led cloud community in India, thanks to the constant efforts and contributions of the amazing members (pretty much my unofficial kids hehe) 🔗 If you want to be a part of it, join here: https://lnkd.in/d4dtnwTN
  56. 25 sep🇹🇼 Taiwan, you were incredible!Just wrapped up my first international speaker session at AWS Community Day Taiwan on ‘Scaling RAG on AWS: Building AI Apps’ The perfect way to kick off turning 22 (though I’m still in denial that I’m not 21 anymore😭) Huge thanks to Franky Chen for making this happen and to the entire AWS Taiwan team for the warm welcome. I’ve been part of and helped organize many tech events, but I’ve never seen one run this smoothly- massive respect to every organizer and volunteer (sorry I can’t tag you all!). 🙂‍↕️Special shout-outs for all the love and conversations: Shu-Mei (Amy) Lee • Danny Chan • Kuan-Hao Huang • Yu Chen Lai • OO KANG ZHENG • Sky Chen (and everyone else I couldn’t tag ). Taiwan gave me more than just tech takeaways; there are stories and non-tech learnings I’ll share soon. For now… ✈️ heading to Bangkok for the next chapter. 🔗Slides from the talk are here if you’d like a reference: https://lnkd.in/d2yW8Mqx Big thanks to Pranav Metil , Rushi Balapure, Kaushik Aduri , and Sanika Kotgire for the last-minute presentation help. Love you Taiwan, will definitely be back! VERY SOON
  57. 24 sepCloudFluently just crossed 100k+ visitors and 10k+ course enrolments!!!…ANDDD the site is (temporarily) down. Well, not exactly down but I paused the servers. In just 3 months since release, CloudFluently is swinging big with metrics like: - 100k+ visitors - 10k+ course enrollments - 5k+ users - 1–2 million API calls/month - with users in 140+ countries, and the costs have shot through the roof. For the last 3 months I’ve been: • Paying server bills + handling scaling • Shipping every feature, bug fixes and new content creation • Doing it all ALONE while working a full-time job (There’s a weird sense of satisfaction along with the increasing costs though 😌) So what about charging users for courses? I very strongly believe that- LEARNING SHOULD BE FREE AND FUN And CloudFluently would be sticking to that. But free doesn’t have to mean “solo.” This is where I need partners. 👉 If you’re a company, community, or investor who believes in fun, accessible cloud education, let’s talk. If you know any entity/company/community who would be interested in partnering up, tag them below 👇 I’m currently in Taiwan with no proper laptop adapter (rookie move), so give me some time to bring everything back online. The basic site still works; courses will be back soon. I’ve also been talking to many founders over the past few days, finding inspiration to pivot CloudFluently from a ‘Cloud Learning’ platform to a ‘Cloud Hub’. And yes, a major new update is on the way :) Thanks for all the love so far <3 ___ P.S. Did you collect your CloudFluently sticker yet? P.P.S. Support to help me reach a partner through comments/reposts would be appreciated :)
  58. 23 sepZS Referral OpportunityAt ZS, we’re building the future at Tech Innovation Lab- where Research Assets & Incubation turn breakthrough ideas into products customers love. If you thrive in 0→1 environments and care about craftsmanship + learning, we’d love to talk. ➡️ Hiring now at ZS Bangalore and Pune Location: • Senior Engineers (Generative AI, AgentOps, Agentic AI, AWS/Azure Experience. Reinforcement Learning) • Engineering Specialists (deep expertise: microservices Architecture, Data Engineering, Cloud Architecture, Performance, Security) • Engineering Leads (lead squads from prototype to production, mentor, set technical direction) What you’ll do - Transform research prototypes into resilient, scalable systems - Incubate new product ideas, run fast experiments, and ship iteratively - Collaborate with researchers, designers, and PMs to land user value quickly Why you’ll love it here - A capable team that values curiosity and humility - A strong learning culture (mentorship, weekly tech talks, budget for courses/conferences) - Clear ownership, real impact, and modern tooling If interested, please send your resume to me (himanshu.sangshetti@zs.com), Shivam Shivam(shivam.shivam@zs.com) and Soniya Patil (soniya.patil@zs.com) &D
  59. 21 sepAt AWS Community Day Taiwan :)
  60. 17 sep✈️Soooo, Flying to Taiwan this week? YESGlad to share that my speaker proposal got accepted for AWS Community Day Taiwan 2025 on the topic- ‘Scaling RAG Systems on AWS: Building AI Apps with Bedrock, Lambda & Vector Search’ This will be my first international in-person tech talk after a few online ones :) Anddd after Taiwan, a hop to Thailand to keep the adventure going. 🇹🇼 -> 🇹🇭 Anyone in Taipei or Bangkok up for coffee chats, tech meet-ups, or to give me their office tour? I’d love to meet builders and the tech community there!!
  61. 16 sep☁️Today was fun.Got invited by AISSMS IOIT to deliver a workshop on- ‘VMs to Containers: Guide to EC2, Docker & Kubernetes’ We walked through cloud compute options and how to choose the right type for different use cases, then went hands-on with: - Spinning up EC2 instances & load balancers - Running Docker containers - Deploying a Kubernetes cluster Big thanks to Dr. Veena Bhende and Mohit Khairnar for the invite 🙌
  62. 14 sepNot fond of birthdays but this one felt a bit special :)The first Build Club AI Builders Meetup in Pune just wrapped up and it couldn’t have gone better! This morning, a room full of enthusiastic builders came together to learn, experiment, and actually build with AI. What a privilege to host an event like this with such an incredible audience🙌 What did we do? - Manvendra Singh 🥑 gave a workshop on- 'Harnessing RAG with Vector Databases'; breaking down RAG, Vector DBs, and guiding a hands-on session to create a RAG-based chatbot. - Himanshu Sangshetti (yours truly) ran a workshop on- 'Building your first AI Agent', introducing AI agents and a CrewAI hands-on. - Kaushik Aduri gave a lightning talk- 'AI Bulletin', highlighting the newest AI tools and how to apply them. Specials? - We had Vedant Dwivedi (City Lead & Co-founder of AndAI), Somesh and the complete AndAI team with A MASSIVE SUPPORT and GIFTS for participants - Our OG speaker Manvendra Singh 🥑travelling from Jaipur, Vedant Dwivedi from Mumbai, some attendees from Ambegaon and out of Pune people just to attend the event!! - And to be honest, nothing better than the audience that was so curious and interactive. Thanks? - A big one to Technogise(venue partner) along with Immanuel Joshua for making this possible - To my friends who put up with my last minute tasks Rushi Balapure, Kaushik Aduri, Sanika Kotgire, Pranav Metil, Mayuresh Muluk, Shivam Khetan, Shraddha Asolkar :) The energy in the room proved one thing: Pune is ready for an AI-first builder community Let’s keep building, MANY MANY MORE THINGS TO COME💪 Build Club, Annie Liao 🇦🇺, Saanvi Y.
  63. 13 sep🤖 Tomorrow’s the day!The first Build Club AI Builders Meetup in Pune kicks off tomorrow (Sun, 14 Sept) at Technogise Big thanks to Technogise, Immanuel Joshua for partnering with us and opening their space to Pune’s AI builder community 🙌 Less than 10 seats left – if you haven’t registered yet, now’s the time: 👉 https://luma.com/td54menf 🛠 Reminder for attendees: - Bring your laptop (fully charged!) – this is a build-first event, not a sit-and-watch meetup. - Arrive a few minutes early (check-in starts 9:45 AM). Let’s BUILD 💪 Vedant Dwivedi, Annie Liao 🇦🇺, Saanvi Y.
  64. 11 sep🤖 Pune, it's happening!After announcing Pune’s Build Club chapter last week along with Vedant Dwivedi, I’m excited to share that the first Build Club AI Builders Meetup in Pune is officially happening 🎉 📅 Date: Sunday, 14th September 2025 ⏰ Time: 10:00 AM – 2:00 PM 📍 Venue: Technogise, Viman Nagar, Pune 👉 Register here: https://luma.com/td54menf What’s in store? Hands-on workshops!! 1. Build Your First AI Agent without Coding – Himanshu Sangshetti (aka ME) 2. Harnessing RAG with Vector Databases – Manvendra Singh 🥑 (AWS Cloud Captain, JECRC) 🎤 Open Stage: 5–10 min lightning talks for builders to share their projects or stories __ Important notes: - Seats are limited: register only if you’re sure to attend. - This is a strictly build-first event → carry your fully charged laptop. This is the first step in building Pune’s AI-first community of doers, not just talkers. Come ready to learn, collaborate, and build. Let’s BUILD Build Club, Annie Liao 🇦🇺, Saanvi Y.
  65. 8 sepWant FREE Azure Study Notes + Practice Exams to Ace your next Microsoft Certification?This might be for you 👇 Over the past few weeks, I’ve been building CloudFluently- a free cloud learning platform for anyone interested in Cloud. I’m excited to launch FREE Study Notes + Practice Exams for Microsoft Azure Foundational level certifications: 📘 Study Notes 1. [AZ-900] Azure Fundamentals [3 Modules, 20+ lessons] - https://lnkd.in/dyH9xEnU 2. [AI-900] Azure AI Fundamentals [5 Modules, 15+ lessons] - https://lnkd.in/dZGzyyGs 3. [DP-900] Azure Data Fundamentals [4 Modules, 15+ lessons] - https://lnkd.in/dyGp3Vw9 📙 Practice Exams (3 sets each, 180 Qs) 1. [AZ-900] Azure Fundamentals Exam [3 Practice tests, 180 Q's] - https://lnkd.in/dfY96Mte 2. [AI-900] Azure AI Fundamentals Exam [3 Practice tests, 180 Q's] - https://lnkd.in/gYeDunq5 3. [DP-900] Azure Data Fundamentals Exam [3 Practice tests, 180 Q's] - https://lnkd.in/gJ6v2fV8 Each set of notes & exams follows: - The official Microsoft exam guide - Content organized domain-wise so you can focus on study areas - Simplified explanations & answer breakdowns to make learning easier Additionally, you can join the CloudFluently Discord to prep with peers worldwide: https://lnkd.in/datXJ_Ye If you’re preparing for Azure certs this year, give these a shot. And if you’ve already passed, I’d love your feedback 💬 🔗 Explore more free cloud resources & gamified learning → cloudfluently.com ♻️ Repost if you find this helpful
  66. 7 sep📘 FREE Microsoft Azure Study Notes just droppedIf AZ-900, AI-900, or DP-900 is on your 2025 goal list, you can start prepping for FREE 👇 I run CloudFluently, a free cloud learning platform. Been working on this for a while and now launching complete Azure Study Notes for the Foundational level certs: - [AZ-900] Azure Fundamentals Study Notes [3 Modules, 20+ lessons] - https://lnkd.in/dyH9xEnU - [AI-900] Azure AI Fundamentals Study Notes [5 Modules, 15+ lessons] - https://lnkd.in/dZGzyyGs - [DP-900] Azure Data Fundamentals Study Notes [4 Modules, 15+ lessons] - https://lnkd.in/dyGp3Vw9 Each set of notes follows: - The official Microsoft exam guide - Content structured by domains so you can study area-wise - Simplified explanations/analogies to make learning easier Pair these notes with the FREE Azure Practice Exams(3 sets, 180 Q's) I launched earlier to test your knowledge: https://lnkd.in/d4Ytxtyq Additionally, you can join the CloudFluently Discord to prep with peers worldwide: https://lnkd.in/datXJ_Ye __ 🔗 Explore all free resources & gamify your cloud learning → cloudfluently.com ♻️ Repost so more Azure learners can grab these Thanks for the love and support <3
  67. 5 sep📢 Call for Speakers- Build Club September Meetup, PuneBuild Club is a global AI community for builders, and me along with Vedant Dwivedi, will be hosting our first event in Pune this September! We’re looking for speakers and we’re opening the stage to anyone using AI in a unique way. NOTE: This is not 'just' for software engineers. Who can apply? - Industry professionals but also - Students (even high school students!) - Housewifes/ Househusbands - Maybe a maid or a barista? - A police officer? Why not If you’re leveraging AI to do something cool- building, experimenting, or finding a unique way to use it, we’d love to have you on stage. Your company tag or job title won’t be the deciding factor. What matters is: what you’re working on and what you can share with others. ✨ Even if you’re not selected as a main speaker, if you have something unique to share, we’ll make sure you get a 5–10 min lightning slot to showcase your story, project, or product. 👉 Submit your proposal here: https://lnkd.in/dNuCPEfd 🗓️ Deadline: 7th September, 10:00 PM IST Also we are looking for venue partners, so if this sounds interesting, just send through a direct message :) Build Club, Annie Liao 🇦🇺, Saanvi Y.
  68. 3 sep✨ Community Update: I’m officially the Pune City Lead for Build Club!What’s this? Build Club (started by Annie Liao 🇦🇺) is a global AI community where people come together to learn, experiment, and ACTUALLY BUILD with AI. Over the past year, I’ve seen how AI is transforming the way we work, build, and create. But here’s the truth: tools alone aren’t enough. We need spaces where builders come together- to learn, experiment, and ship real projects with AI. That’s what me and Vedant Dwivedi are starting here. An AI-first community in Pune for developers, founders, students, who want to push boundaries and actually build. The first event is happening very soon and it’s going to be the start of something special. 👇 Comment “BUILD” if you want to be part of it. I’ll DM you the invite link to our first event. LET’S BUILD
  69. 30 augMetrics are nice, but real impact is what mattersI’ve been sharing my build-in-public journey with CloudFluently for a while now. The numbers have looked good but today, something happened that meant way more than any metric. Got a message from Aiman Haziq A.Jabar saying he passed his AZ-900 exam using CloudFluently resources. That right there made my entire day. At the end, tangible quantitative 'impact' is what matters rather than fat 'metrics'. If you’re learning cloud or preparing for certifications, here’s what we’ve got live right now 👇 AWS: - AWS Cloud Practitioner → Study Notes + Practice Exams - AWS Solutions Architect Associate → Study Notes + Practice Exams - AWS Developer Associate → Study Notes + Practice Exams - AWS SysOps Associate → Study Notes + Practice Exams Azure: - Azure Fundamentals [AZ-900] → Study Notes (dropping tomorrow) + Practice Exams - Azure AI Fundamentals [AI-900] → Study Notes (dropping tomorrow) + Practice Exams - Azure Data Fundamentals [DP-900] → Study Notes (dropping tomorrow) + Practice Exams GCP & Hands-on tutorials → coming soon! 👉 CloudFluently is meant for people to get curious and fall in love with cloud and hoping to get more impact soon -> cloudfluently.com Anyone else preparing from CloudFluently? Which cert are you preparing for, drop in comments 👇
  70. 26 augJoined ZS as a Solutions Associate in the Technology services teamExcited for what’s next :)
  71. 25 augGave a speaker session at 'AWS Global Community Gatherings' hosted by HIROMI ITO and Yuki Sunaoka on the topic- '𝗚𝗲𝗻𝗔𝗜 + 𝗦𝗲𝗿𝘃𝗲𝗿𝗹𝗲𝘀𝘀: 𝗠𝘆…I covered: ✔️ How GenAI and Serverless go hand-in-hand ✔️ An overview of AWS GenAI + Serverless services ✔️ My personal AWS Builder Workflow ✔️ Learnings, pitfalls & best practices It was incredible sharing my journey and exchanging insights with the Amazon Web Services (AWS) community spread across the globe Kudos to the fellow speakers Abinaya S V, Priscila Araújo, Nagaswetha Mudunuri for their inspiring talks on AWS P.S. – Always a joy being part of global AWS meetups <3
  72. 24 augHere is how I cache 97% of my 1 Millon+ API calls effectivelyHere's the story: CloudFluently now gets ~50k visitors monthly and it got 1M+ API CDN requests and 34.1k+ API requests this August!! When I checked the metrics, I saw these numbers and thought "wait, that can't be right"🤔 The Math That Blew My Mind: → 1M API CDN requests ÷ 34.1k API requests = 29:1 ratio → That means 97% of our requests are served from cache! → With 50k page views, that's only 0.68 API calls per page view → Industry average? 3-5 API calls per page. CloudFluently crushing it. ____ 💻 How I Built a Caching System That Actually Works: 1. Start with CDN-First Architecture - Set up a global CDN for all static assets and API responses. - This single decision gave us 80% of our cache efficiency before writing any custom code. 2. Layer Your Caching Strategy Intelligently - CDN layer: Global assets, images, static API responses - Application layer: User sessions, computed progress data - Route layer: Page-level caching with smart invalidation 3. Use Conditional Caching Based on User Behavior - Cache course content aggressively (rarely changes), but keep user progress real-time. - Different data needs different strategies. 4. Monitor Cache Hit Ratios Like Revenue Metrics - Track CDN-to-API ratios daily. If it drops below 10:1, investigate immediately. - Cache performance = user experience. 5. Strategic Cache Invalidation > Long Expiration - Better to invalidate precisely when content updates than guess cache durations. I clear only what actually changed. ____ 👉 The Lesson? Sometimes Don't Over-Engineer! I was ready to build Redis clusters, implement GraphQL caching, add service workers but a learning platform like CloudFluently isn't computationally expensive. Redis would add network latency for simple reads, excessive memoization would eat memory for content that barely changes, and service workers would complicate deployment for minimal gains. Know your application's actual needs before adding complexity. ____ One Flaw I Found: Some pages make 6-8+ API calls. Even though they're served from cache, a typical page shouldn't exceed 5 API calls, so I'll be working on optimizing this. I remember working on my website's caching because I'm using high-load animations and components and refused to remove them, but wanted to make the user experience better and faster. Guess it worked really well :) ____ 🙃 Thanks for the support, THE GROWTH IS ABSOLUTELY INSANE and If you want free cloud learning resources, check out -> cloudfluently.com
  73. 19 augEver faced this? → You prepare weeks for AWS certs from tutorials, but when you sit for the exam, the questions feel like they came from…Happens all the time. Why? Because tutorials are built for general AWS learning, and not specifically for the cert exam content Now don’t get me wrong- you need that general learning (otherwise nothing makes sense). But to actually clear the exam, you need content that’s tailored to the exam domains. Think of it like learning guitar: you can practice random chords all day, but to play a specific song, you need to learn the exact chord progression for it. That’s why I built these FREE AWS Study Notes on CloudFluently: 1. AWS Cloud Practitioner [4 Modules, 27 Lessons] → https://lnkd.in/gGNZyWgw 2. AWS Solutions Architect Associate [4 Modules, 44 Lessons] → https://lnkd.in/dmXppcyE 3. AWS Developer Associate [4 Modules, 45 Lessons] → https://lnkd.in/dHRffasf 4. AWS SysOps Associate [6 Modules, 42 Lessons] → https://lnkd.in/dQvU4kg9 They’re based 100% on the official exam guide and organized domain wise so you know you’re studying exactly what matters. If you’re preparing → save this. If you’ve already cleared → share your tips below, would love to add them in. — 🔗 Explore free cloud learning resources: cloudfluently.com 👥 Join the CloudFluently Discord to prep with peers: https://lnkd.in/datXJ_Ye ♻️ Repost if you think this might help someone. ,
  74. 17 aug📈 2-Month Update on CloudFluently (spoiler: the website went down, literally!!!)It’s been about 2 months since launching CloudFluently, and the support so far has been insane. What is this? CloudFluently is a FREE platform for cloud learning resources and roadmaps. 📈 Here’s how things look so far, since launch: > 12 courses [293 lessons] live → (5 study notes + 7 practice exams) > 50,000+ unique visitors > 2,000+ registered users > 3,300+ course enrollments > 160k+ API requests 😭 > AND Learners from 113 countriesss!! Honestly, this went way better than I expected. In fact… it went too well. I maxed out all the Vercel free tier limits and the site went down temporarily 🙃 👉 Sorry for the downtime, I’ll have things back soon. I’ve been running this entirely on free software, providing all courses for free and building everything from scratch to avoid costs and to keep all the learning resources free for users :) For the curious, the tech stack is pretty standard hackathon package: Next.js, Supabase, Clerk, Sanity, Vercel (+ a few extras). Another fun stat: CloudFluently now has 12 courses and ~293 lessons. Even if: Each lesson took ~30 mins to build → that’s ~146 hours in 2 months → ~2.5–3 hours every single day. So yes, I’ve been bullishly consistent. But the best part has been the messages, encouragement, and meeting new people in the cloud community. SO MUCHH LOVEEEEEE ALSO, we have a new program update coming soon on CloudFluently and all animals lovers are gonna love it :) __ P.S. Applications open for CloudFluently sugar parents(uhm i mean investors) to sponsor just the basics
  75. 14 aug☁️ FREE Microsoft Azure Certification Practice Exams just droppedIf AZ-900, AI-900, or DP-900 is on your 2025 goal list, you can start prepping for FREE👇 I run CloudFluently, a free cloud learning platform. Working on this since a few weeks and now launching Azure practice exams for the Foundational level certs- 1. (AZ-900) Azure Fundamentals Exam [3 Practice exam sets - 180 Qs] - https://lnkd.in/dfY96Mte 2. (AI-900) Azure AI Fundamentals Exam [3 Practice exam sets - 180 Qs] - https://lnkd.in/gYeDunq5 3. (DP-900) Data Fundamentals Exam [3 Practice exam sets - 180 Qs] - https://lnkd.in/gJ6v2fV8 Each practice set follows- - The official exam study guide - Categorized into domains (acc to the study guide) so you can focus on study areas - Explanations on correct & incorrect answers Additionally, you can join the CloudFluently discord to prep with other peers- https://lnkd.in/datXJ_Ye Surprisingly, CloudFluently is receiving support from all over the world with majority of audience from Ghana, Egypt, USA, Brazil, France, Indonesia, UK etc instead of India!! So much love and thanks <3 __ You can check the other resources and gamify your learning too -> cloudfluently.com ♻️ Repost so more Azure learners can grab these
  76. 12 augWant FREE AWS Study Notes + Practice Exams to Ace your next AWS Certification?This might be for you 👇 Over the past few weeks, I’ve been building CloudFluently- a free cloud learning platform for anyone interested in Cloud. I released FREE AWS Practice Exams a few days back and thousands of people loved it, so I’m also launching complete FREE Study Notes for these AWS certifications: 1. AWS Cloud Practitioner Notes [4 Modules, 27 lessons] - https://lnkd.in/gGNZyWgw 2. AWS Solutions Architect Associate Notes [4 Modules, 44 lessons] - https://lnkd.in/dmXppcyE 3. AWS Developer Associate Notes [4 Modules, 45 lessons] - https://lnkd.in/dHRffasf 4. AWS SysOps Associate Notes [6 Modules, 42 lessons] - https://lnkd.in/dQvU4kg9 Each set of notes & exams follows: - The official AWS exam guide - Content organized by domains so you can focus on specific areas Along with these study notes, pair up your preparation with FREE AWS practice exams to test your knowledge: 1. AWS Cloud Practitioner Exam [3 Practice exam sets - 195 Qs] - https://lnkd.in/dQ-E4eAQ 2. AWS Solutions Architect Associate Exam [3 Practice exam sets - 195 Qs] - https://lnkd.in/ge-nZTU7 3. AWS Developer Associate Exam [3 Practice exam sets - 195 Qs] - https://lnkd.in/djsPgXvk 4. AWS SysOps Associate Exam [3 Practice exam sets - 195 Qs] - https://lnkd.in/dxnQ-gaP Additionally, you can join the CloudFluently Discord to prep with peers: https://lnkd.in/datXJ_Ye If you’re preparing for AWS certs this year, give these a shot. And if you’ve already passed, I’d love your feedback 💬 🔗 Explore more free cloud resources & gamified learning: cloudfluently.com ♻️ Repost if you find this helpful
  77. 28 jul😌 Got invited to an event by AWS Student Builder Group at PICT(Yes invited and not organized :)) Attended the 'AI/ML on AWS' event a few days ago and it was sooo funnnn. This time it was the club juniors working on the whole event and honestly, they killed it!! Was so proud to see Pranav Metil, Mayuresh Muluk and Sonali Kamble giving sessions [and BANGER ones] ✨ I mean that's what a community is about- you share your learnings → they learn from you → and one day, they’ll teach you more All the club members did great Om Yerkar, Piyush Trivedi, Piyush Burge, Yash Kachale, Akshay Jha and as always thankful to the teachers supporting them Rachna Chhajed Karnavat ma'am & kirti Digholkar Nandedkar ma'am Also, CRAZY GROWTH!! AWS Student Builder Group at PICT touched 2.7k members and our college strength is less than 4k!!
  78. 23 julWant FREE AWS Practice exams to Ace your next AWS Certification?This might be for you 👇 Over the past few weeks, I have been building CloudFluently, a free cloud learning platform for anyone interested in Cloud. I've launched practice exam sets for these AWS certifications- 1. AWS Cloud Practitioner Exam [3 Practice exam sets - 195 Qs] - https://lnkd.in/dQ-E4eAQ 2. AWS Solutions Architect Associate Exam [3 Practice exam sets - 195 Qs] - https://lnkd.in/ge-nZTU7 3. AWS Developer Associate Exam [3 Practice exam sets - 195 Qs] - https://lnkd.in/djsPgXvk 4. AWS SysOps Associate Exam [3 Practice exam sets - 195 Qs] - https://lnkd.in/dxnQ-gaP Each practice set follows- - The official exam study guide - Categorized into domains (acc to the study guide) so you can focus on study areas - Explanations on correct & incorrect answers Additionally, you can join the CloudFluently discord to prep with other peers- https://lnkd.in/datXJ_Ye If you're preparing for certs this year, give these a shot. And if you already passed, would love your feedback 💬 __ You can check the other resources and gamify your learning too -> cloudfluently.com ♻️ Repost if you found this helpful
  79. 6 julSaturday spent right at Grafana Labs x Kubernetes Pune meetup at Intangles :)It's been a few months since I hit a meetup, and it was so good to be back. Seriously amazing speakers and topics: - Sandeep Sukhani gave an insightful recap on GrafanaCon recap - Sanika Kotgire demonstrated scaling with Grafana Mimir - Swapnil Kulkarni showcased the exciting capabilities of AI for Kubernetes operations. - Pramod Pawar delivered a talk on the synergy of AI x Observability. Great work to Ruturaj Kadikar and all the volunteers for hosting such a valuable session. ___ P.S: College students and early career folks, listen up! Seriously try attending these meetups. The knowledge and connections you'll make are a goldmine. I started going since my first year of college itself, and it truly pays off.
  80. 30 junCloudFluently got it's first 100 users and 5k+ visits in less than a month ✨Grateful for all the love and support <3 And, if you want to start your cloud learning journey for free, this is for you-> cloudfluently.com That is it That is the post cc: inspired by THE nerd Jia Chen
  81. 29 jun💻 I just replaced a $100K/year DevOps engineer with AI.Okay, not entirely. But hear me out: We have a lot of AI tools for code generation and AI is definitely getting better and better. But what about Infrastructure by AI? 👉 Just tell AI to spin up a VM and there we go! Sounds interesting right? __ And that's where I started building InfraPilot. Where we can go 'Infrastructure as Conversation (IaC)' instead of 'Infrastructure as Code (IaC)' Think Cursor for Infrastructure. 🤔 What InfraPilot actually does: - Just put a prompt on what infra you want to create and deploy - It creates a Terraform file (IaC code), explanation and a complete architecture diagram - You can iterate over chats if you want modifications unless you are satisfied - Once satisfied, you can click on Deploy which will automatically Deploy the complete architecture for you. It works for ALLL the Cloud providers (LITERALLY! Even multi cloud). The whole process automated. Just say it and your infra is provisioned and this is just the beginning- ___ 🛠️ What's next? → What about editable infrastructure diagrams (think Figma + InfraPilot) → Or it understands your existing codebase (InfraPilot + Github) → Or a direct IDE integration (InfraPilot + Cursor) → Built-in monitoring integration (InfraPilot + Monitoring) ___ Here's the uncomfortable truth: A lot of infrastructure work is the same patterns over and over. There's some predefined boiler code for setting up VPCs + subnets, Serverless, RDS with backup etc. So why not speed this up? SO, will this replace DevOps engineers? NO (Sorry I needed a strong hook +_+). But it will definitely need fewer people and way less time. ___ We’ve seen AI assistants like ChatGPT revolutionize how we think, write, and code through conversation. But most of them stop at suggestion. That’s now changing. Tools like Cursor are blurring the line between IDE and AI, not just writing code, but modifying real projects and triggering workflows. AI is moving from assistant → agent. (has already by a LOTT) 👉 So here’s the natural next step: If AI can help write code, why can't it provision infrastructure? On that regard, I would love to hear out thoughts from the professionals working in this field in the comments. This is just an initial project concept I worked on. 💭 What problems do you face daily that AI could help with? Checkout the demo video👇 Media is loading Pause Loaded: 0% Remaining time 0:00 1x Playback speed Unmute Turn fullscreen
  82. 27 jun🎮 Cloud learning is now gamified at CloudFluently!We all need a little appreciation and a friendly competition when we're learning. Having peers to learn with and hitting those small achievement milestones is one of the best ways to stay motivated. That’s why we’ve introduced a leaderboard at CloudFluently. - Complete lessons - Earn points - Unlock achievements - and track your progress on your profile. Because, who doesn't love gamifying learning and having a good competition :) 📈 Check out the leaderboard here: https://lnkd.in/d6_ZP8yd (Someone surpassed me 👀) — P.S. If you want to get started with cloud learning for free, this site is made for you: cloudfluently.com
  83. 23 junIf you're preparing for the AWS Cloud Practitioner cert, check out the 'AWS Cloud Practitioner Study Notes' on CloudFluently:🔗: https://lnkd.in/gGNZyWgw
  84. 16 junIt’s been roughly 10 days since the CloudFluently launch600+ visitors, 2.5k+ page views, and 50+ signups 📈 Honestly, NOT BADDDD!! I was a little hesitant to post the stats. It’s that weird space of “do I wait until it looks more impressive?” But posting > not posting. Gotta document the journey somewhere. The first 1k signups are always a painfully slow curve. It really tests your patience. This one came just from the launch post- no heavy push. Just launched and went back to sleep. But hey, we’re still moving. Would be onboarding interns by next week :) You can just DM if you are interested too. Its open for everyone between 10 - 100 yrs of age and from chaiwala to IT wala professions. Appreciate to everyone who's shown love so far <3 ANDDD if you’re someone figuring out how to learn cloud, this site is literally made for you: cloudfluently.com
  85. 13 junIf you're getting started with Cloud learning, check out the Cloud Fundamentals Study Notes on CloudFluently:🔗: https://lnkd.in/d5QXwaj7
  86. 6 junWant free Cloud Computing Learning Resources and Roadmaps?Introducing CloudFluently ☁ I’ve been working on this for a while, and here’s the launch :) Say hi to CloudFluently- a free cloud learning platform for anyone who wants to get started with studying cloud computing or master their cloud skills. It consists of resources on AWS, Azure and Google Cloud which include: - Video Courses - Study Notes - Practice Exams - Hands-on Projects to help you kickstart your cloud learning journey. Additionally, it also includes roadmaps (with resources) for AWS, Azure, and GCP exams to help you ace your cloud certification exams. 👉 Check out the website here: https://cloudfluently.com 💬 Join our Discord server: https://lnkd.in/datXJ_Ye Just released this, so there isn’t a ton of content yet but I’ll be updating it regularly. If you're interested in joining the initiative or have any feedback, DMs are opennnnn 👀 I'm planning to roll out a bunch of new features for the cloud community soon including some open-source elements as well. So expect more updates and fun stuff following this :) — P.S. This isn’t the actual announcement I teased in the last post but yes, definitely a major initiative I’ve sacrificed my sleep on 😅
  87. 18 mayFrom building a club to betting on myself.Here’s what’s next 👇 Incredibly proud to announce that Mayuresh Muluk has been selected as the AWS Cloud Captain for this cohort along with 113 others worldwide. Proud to have the next AWS Cloud Captain from PICT 🌟 And with that, I’ll be stepping down as an AWS Cloud Captain and the President of the club. There are some crazy numbers and achievements to flex about what the club pulled off in just a year. But honestly, couldn’t care less. The real flex are the club members, fr. Felt like I was running an adoption center and collecting nerds like Pokemons😂. In the end, I somehow gathered the most cracked and mischievous bunch and I couldn't be happier~~ Thanks to all the countless mentors Jen Looper, Sambit Bhattarai, Tracy Wang, Dheeraj Choudhary, Vishal Alhat ☁️, Rachna Chhajed Karnavat and many many more who not only supported me but also helped me truly fall in love with the cloud community. __ 🤔 So, what's next? I’ve always had a soft spot for the cloud community, so this definitely isn’t the end. :) I recently had an opportunity to experience a 26 LPA(base) job offer for a short period and I'm really grateful to the experiences I had from them but further moving on, I decided to take a gamble on building something of my own (coz 20s are meant to be crazy ;)) And with that, there’s an exciting announcement coming soon for all cloud learners and the cloud community. Also, if anyone’s still looking for a summer internship, this might just be for you. Thank you to all of you<3 BIG ANNOUCEMENT SOON 👀
  88. 4 mar☁️ AWS Cloud Captain Applications Closing Soon!If you’re a student passionate about cloud computing and want to lead a tech community on your campus or even at a regional level, AWS Cloud Captain is the opportunity you’ve been waiting for! 🤔 What are AWS Cloud Clubs? As an AWS Cloud Captain, you get the chance to start and lead an official AWS Cloud Club affiliated with AWS. This means organizing workshops, hands-on sessions, and networking with AWS experts, all while building a cloud community at your university. Personally, being an AWS Cloud Captain has been a crazy experience, from learning alongside cloud enthusiasts to helping peers find their interest in cloud and meeting some like-minded folks (who prefer dev over dsa :P). 📌 How to Nail Your Application? - No AI for the written application PLEASE. AI-generated content is super obvious and can lead to an instant rejection. - For the video, don’t just explain tough concepts but focus on simplifying them for students. No script reading. - A letter of approval from your university is strictly required (unless your university already has an AWS Cloud Club). 🔗 Apply here: https://lnkd.in/d264R6CX The last date for applying is 16th March. Good luck with your application ✨
  89. 21 feb☁️ AWS Cloud Learning Challenge – Done & DeployedJust finished hosting a week-long 'AWS Cloud Learning Challenge' with more than 500+ registrations and a lot of excitement ✨ Wait, what’s this? A week long learning Challenge conducted by AWS Student Builder Group at PICT from 13th - 19th February 2025, covering sessions from basics of Cloud Computing, AWS Compute, Storage, Databases, Networking and Security services plus hands-on deployment of websites on cloud using 3 different ways. Oh and I took the AWS Security session :) Thanks to the hype hosts Shraddha Kokare, Pranisha Pol and the amazing speakers- Shivam Khetan, Ankit Patne, Mayuri Kolhe, Himanshu Gholse, Nawaz Sayyad and Tirthraj Mahajan. 💻Missed it? No worries: - Session Recordings on YT: https://lnkd.in/dc73jPZh - Presentation Drive Links: https://lnkd.in/dzvQw4H3 Hope this challenge helped you get started with cloud. What do you think about this challenge series? Maybe a DevOps Challenge next?
  90. 12 febAWS Student Builder Group at PICT Recruitment Drive – Done and Dusted✅Just wrapped up the recruitment drive for AWS Student Builder Group at PICT with a lot of excitement (and exhaustion). Took over 120+ interviews along with the help of the amazing team members who made it happen. Yup, coffee was definitely involved☕ Big thanks to all the new members who joined the offline meet session and brought so much energy and enthusiasm. Can’t wait to see you all grow individually and with the club✨ 💻 So, what’s cooking? Welcome to the 30+ new team members and 60 interns. Interns? Yes, you read that right. We’ve got project and research interns, including 5 project teams and 5 research teams leading the club’s Research & Development (R&D) initiatives. 🤔A popular 'Huh?' reaction I kept getting— "Club hiring interns???" Yeah, sounds wild, even to me. But here’s the reason — we wanted to give 1st and 2nd-year students a chance to dive into brainstorming and hands-on cloud projects. The club will help them with mentorship, outreach and maybe even sponsors for potential ideas. So, not bad, right? Kudos to the pro recruiting squad: Pranav Metil, Mayuresh Muluk, Mayuri Kolhe, Ankit Patne, Shivam Khetan, Shriniwas Prachand, Palak Agrawal, Kaushik Aduri and Sonali Kamble. 🌟 ALSOOO, AWS Student Builder Group at PICT community just reached 1.5k+ members mark in less than a year and we are just getting started :) - P.S. If you are interested in getting started to learn cloud and AWS through sessions & hands-on, join the ‘AWS Cloud Learning Challenge’ – https://lnkd.in/dii3qbcv
  91. 7 febAccepted for AWS New Voices Speaker Program 🎤Over the next 5 weeks, I'll be learning the art of crafting impactful presentations and speaking confidently, alongside an amazing group of AWS enthusiasts led by Meridith Grundei ✨ and Mark Pergola. Think interactive sessions, practical tips, and yes — plenty of moments outside my comfort zone :) 💻But wait, what is this program about? AWS New Voices Speaker is 5-week training program designed to turn cloud enthusiasts into confident speakers ready to present at AWS events, with guidance from expert coaches and a supportive community. Basically, AWS's way of helping you own the stage. Soooo, from a yapper to a professional yapper? Hope so ;)
  92. 14 jan🤔Missed AWS re:Invent? Yes, but not really.Started off the year with an amazing AWS re:Invent RE:CAP Meetup hosted by AWS User Group Pune at Coditas. Incredible speakers like Dr. Rahul Gaikwad, Vishal Alhat ☁️, Akshay Ithape, and Sankalp Sandeep Paranjpe walked us through the latest announcements on Amazon Q, EKS Auto Mode and Hybrid Nodes, AWS Security, Amazon Bedrock, and SageMaker. 📌 If you missed re:Invent, catch up with the latest announcements here: https://lnkd.in/dbf823aJ Oh, and we celebrated AWS User Group Pune’s milestones—15K on LinkedIn and 5K on Meetup with a cake ✨ Grateful to all the members who joined us and to the speakers for their amazing efforts. Had an awesome time connecting and can’t wait for the next meetup :) -- P.S. The AWS Community Builder Applications are open till 20th Jan. Don't forget to apply- https://lnkd.in/diDwG-fm

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    22 novI’ll be speaking at the 𝟭𝟮-𝗵𝗼𝘂𝗿 𝗔𝗺𝗮𝗿𝗮𝘁𝗵𝗼𝗻 𝗚𝗲𝗲𝗸 𝗧𝗮𝗹𝗸 organized by the AWS China User Group (CN-UG) on the topic- Amazon Web Services…📅Date: November 23rd ⏰Time: 15:00 PM BJT | 12:30PM IST 📌 Event link: https://lnkd.in/dJVaY-nb See you there!
  94. 1 octSelected as a Mentor for GirlScript Summer of Code Extended 2024🎉I'm excited to guide contributors and grow alongside them. Let’s create impactful projects together! ✨ 👩‍💻What is GSSoC? GSSoC is an open-source program that helps beginners get started with contributing to real-world projects. It provides mentorship, guidance, and a platform to enhance coding skills while making meaningful contributions. The Contributor applications for GSSoC'24 Extended are open till 10th October, apply today: https://lnkd.in/dtYzmaUN ✨What's more? Hacktoberfest 2024 is here! Make this October your open-source month by getting started with both GSSoC'24 Extended and Hacktoberfest 2024. 🔗Register: https://hacktoberfest.com/
  95. 21 sepAWS Cloud Ideathon and a lot of memories 🌟Wrapped up with the AWS Cloud Ideathon by AWS Student Builder Group at PICT on 20th September 2024 at Pune Institute of Computer Technology. An event where students pitched their brainstorming project ideas and competed for exciting prizes. And what's better than having Jen Looper and Sambit Bhattarai as our judges for the event✨ Jen delivered a session on 'The Last Saree' where she took us on a captivating journey through the blend of AI/ML and the cultural legacy of India's iconic saree. 🎉A big congratulations to all the Ideathon winners, and a huge round of encouragement to every participant for their hard work and creativity. Thanks to Dr. Archana Ghotkar, Rachna Chhajed Karnavat and Pune Institute of Computer Technology for their continuous support. All the praises to the club team members who pulled this event of- Shreya Kumar, Kaushik Aduri, Ankit Patne, Girish Kale, Himanshu Gholse, Hritika Phapale, Shraddha Asolkar, Nilakshi Sonawane, Palak Agrawal, Prajwal Padole, Pranav Metil, Sampada Tagalpallewar, Shivam Khetan, Sonali Kamble and Tirthraj Mahajan. The everyday college looked a lot prettier on the event day with the small decorations done by the members :) - Psstt...What's new? Stay tuned to know about the AWS Student Builder Group at PICT Magazine soon ;)
  96. 28 aug🌟 AWS AI Practitioner Certification—done and dusted!I’ve been excited about this certification ever since it was announced—and here it is ✨ If you’re planning to prepare for this certification, here are some resources I highly recommend: First, to get a clear understanding of the exam structure and topics included, start with the official exam guide: ☁ Exam Guide - https://lnkd.in/diTvbM6g For study courses, I used the AWS Skillbuilder AI Practitioner exam prep plan and Stéphane Maarek's Udemy course. Both are excellent resources to gear you up for the certification. ☁ Exam Prep Plan (AWS Skillbuilder) -https://lnkd.in/deRmqwUp ☁ Udemy Course - https://lnkd.in/dEE4SRY4 Some general points— ☁ The exam consists of 85 questions, VERY LENGTHYY. ☁ Is hands-on practice needed? In my experience, not much—just focus on Amazon SageMaker hands-on if you are interested. ☁ If you’re already familiar with the basic AI/ML terminologies, pretty easy to prepare! ☁ Key topics to focus on: AI/ML Fundamentals, AWS AI Services, Amazon SageMaker(lots of questions on this) and Amazon Bedrock. Good luck with your preparation! Let me know how it goes~
  97. 18 augWrapped up the 'AWS Cloud Fundamentals Bootcamp' at AWS Student Builder Group at PICT 🌟☁ AWS Student Builder Group at PICT conducted a 'Get Certified: AWS Cloud Fundamentals Bootcamp' on 12th and 13th August 2024 and it was an incredible experience! Two days lined up with 500+ registrations, 4 sessions and 5 amazing speakers briefing on the topics of Cloud Fundamentals, AWS Compute, Networking in AWS, AWS Serverless and Security in AWS. Thanks to the amazing speakers Anand Mehta, Abhinivesh Jain, Snehal Datar, Shailja Bagdi and Vishal Alhat ☁️ for helping students get started with their cloud journey with their invaluable insights ✨ Grateful to Jen Looper, Tracy Wang, AWS Academic Advocacy team, Dr. Archana Ghotkar, Rachna Chhajed Karnavat, Pune Institute of Computer Technology for this wonderful opportunity. Kudos to the team who really made it all possible. Appreciate you guys so much- Shreya Kumar, Kaushik Aduri, Shivam Khetan, Ankit Patne, Girish Kale, Harsha Pareek, Himanshu Gholse, Hritika Phapale, Shraddha Asolkar, Mayuri Kolhe, Prachi Said, Prajwal Padole, Pranav Metil, Sampada Tagalpallewar, Sonali Kamble, Tirthraj Mahajan, Shriniwas Prachand and Anjali C I hope the attendees liked the event. If you have any feedbacks or suggestions for the upcoming events, let's talk :)
  98. 8 mar🌟Excited to share that I am selected as an AWS Cloud Captain for 2024!It is truly an honour to be among the 87 individuals selected globally. I'm looking forward to building an engaging cloud community, introducing many individuals to the wonders of cloud technology and Amazon Web Services (AWS) . I would like to mention Jen Looper , Tracy Wang , Curtis Evans , Stephen Howell and Nayoung Miller Won for your efforts and giving me this opportunity. A special thanks to Lucy Wang for her support ✨ -- P.S. Would also like to commend the applicants who didn't get selected for their efforts and hardwork!
  99. 8 febI'm excited to announce that I recently gave a speaker session at JSLovers Pune, hosted by NonStop io Technologies, on the topic 'From…Had some really brainstorming discussions with the community members.Really grateful for the new ideas and suggestions. I really enjoyed your sessions Rushikesh Nere and Abhay Patil . Looking forward to attending your next sessions! Attending meets in NonStop io Technologies has always been fun with some great employees and a cozy office :) Lastly, thanks Preeti Wadhwani and Samyak Jain ☁️ for the gifts ✨
  100. 1 febI’m happy to share that I’m starting a new position as a Content writer intern at Tech With Lucy!It's been a great transition journey from being a complete beginner in the cloud, seeking guidance from Tech with Lucy videos to eventually working for Tech With Lucy and getting acquainted with Lucy Wang .

  101. / 2023

    6 novAn incredibly enjoyable and enlightening meeting!Kudos to NonStop io Technologies for organizing the event so smoothly, and a special shout-out to Preeti Wadhwani for enlightening me about the meetup.
  102. 31 octExcited to share my experience as an anchor for Cloud Native Day Pune, held on October 28, 2023. It was an incredibly enjoyable event…I had the privilege of attending sessions by amazing speakers like Prerit Munjal, Prateek Srivastava, Anil Kumar, Yash Ajgaonkar, Rohan Sasne, Siddhesh Bhupendra Kukade and many more. Meeting Nasiullha Chaudhari never fails to excite me. A big shoutout to Sagar Utekar, Samyak Jain 🚀 CND Pune, Vipul Chaudhary, Nidhish Malav ☁️ and all the volunteers for organizing such an awesome event. Special thanks to Preeti Wadhwani for your continuous support and to the entire team.
  103. 9 octExcited to share my experience at AWS Community Day Pune 2023, held on October 7th! It was a day brimming with insightful discussions,…The event featured some incredible speakers - Kristine Howard , Bhuvaneswari Subramani , Ridhima Kapoor , Sagar Utekar , Udara Wijeratna ,Apoorva Kiyawat and many others. Meeting Nasiullha Chaudhari in person was a truly awesome experience, and his company was thoroughly enjoyable. Connecting with Sagar Utekar sir also opened up some great networking avenues and opportunities, really grateful to him. Kudos to Dheeraj Choudhary ,Vishal Alhat ☁️ and all the volunteers who made this event a success. Ps. I got my hands on an 'exclusive' mini Kristine Howard sticker haha! Big thanks to Sanika Kotgire for her help throughout the day.
  104. 24 sepI'm thrilled to announce that I've successfully obtained the AZ-104 Microsoft Azure Administrator certification, making me Azure 3X…This certification exam notably focused more on case studies rather than the straightforward questions. I found Microsoft Learn to be an invaluable resource, offering well-structured sections and concise yet informative explanations covering all study topics. Additionally, Examtopics proved to be an excellent platform for practicing the types of questions you may encounter. However do check out the question discussions too as some answers provided are wrong. Link- https://lnkd.in/dViifWUE What's next?->AWS SAA
  105. 3 augExcited to share some AWS project ideas.Here are some of the AWS projects I recently implemented and wrote blogs on the same.These projects have been an awesome help to learn more about Amazon Web services and implementations. 1. Building facial recognition app on AWS using Rekognition, Lambda,DynamoDB, API Gateway, S3 https://lnkd.in/dF8-yR8j 2. Ansible study and a project automating deployment of static web page on multiple servers https://lnkd.in/duTHdRpz 3. Jenkins CI/CD with GitHub integration on AWS EC2 instance https://lnkd.in/d4W9rtNJ 4. Launch a static website using Amazon S3[BEGINNER FRIENDLY] https://lnkd.in/djhY_-AY 5. Custom pizza ordering chatbot using Amazon Lex[BEGINNER FRIENDLY] https://lnkd.in/dBmeJv3b Check out my blog profile : https://lnkd.in/d3E6HwPC All the projects can be performed in the free tier so don't hesitate to try them out.If you need any assistance or have any questions regarding the projects, I'd be happy to help. Thanks to Shubham Londhe,Felix Yu for the amazing video content :) Building facial recognition app on AWS using Rekognition, Lambda, DynamoDB, API Gateway, S3 medium.com
  106. 29 junDelighted to share that with Azure Fundamentals(AZ-900) and Azure Al fundamentals(AL-900) certifications,now I'm Azure 2X certified.What's next? ->AZ-104