Ayan Khan 👨💻 @ayanarshad02
GenAI Engr. | Turns GenAI Demos into Production | IIT Madras’26 | ~2 yrs exp. ayanarshad02.github.io Rourkela Industrial Township, Joined April 2017-
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@adxtyahq Btw I’m having around 1.8 yrs of experience and targeting remote roles between 30k - 50k usd Any advice on how should I prepare for interviews? What type of questions to expect??
Part 1 : Reverse Engineering YC Startup most engineers build projects to showcase features and I started building projects to showcase ownership the shift happened when I stopped asking: "how do I make this work?" and started asking: "how would I build this if 100,000 users depended on it tomorrow?" suddenly I cared about: • CI/CD • monitoring • rollback strategies • security • reliability • cost optimization things users never see, but production systems depend on the funny part is that none of this is required for a personal project, but if you're already investing hundreds of hours building something then why not use it to practice real world engineering? because features demonstrate capability and production thinking demonstrates maturity and in my experience, that's what makes engineers stand out
For teams using RAG in production: What RAGAS metrics are you enforcing in CI/CD? I’ve frozen an evaluation dataset and added a RAGAS gate that checks Context Precision on every PR before it can be merged to production
@RailwaySeva @DRMSambalpur Thank you Actually this wasn’t a complaint, I was pleasantly surprised and happy with the unexpected upgrade experience. Really appreciate the service @RailwaySeva and @DRMSambalpur
@RailwaySeva @DRMSambalpur Thank you for the response. There’s no issue to report 😊 I was actually appreciating the unexpected upgrade experience and excited for the upcoming journey
@TheIshanGoswami Reverse engineered a YC Startup RAG system and built my own version of it It’s not designed based on assumption It’s designed based on experiments tried, figures out what works and then designed it Here’s the repo: github.com/AyanArshad02/k…
Applied to @kirat_tw Super 30.0 Didn’t got selected Reflected back to his feedback and started building muscle memory for coding Coded in-memory ToDo CRUD APIs in 34 mins
Watched @kirat_tw super 30 orientation And turned off code suggestions in VS code and trying to build muscle memory for coding
While designing what should I send in context window of LLM, I make myself LLM i.e. stateless and then from there i start questioning myself that to answer particular thing what else info i need and upon answering those questions ik what to keep in context…
Built my portfolio with Claude Code in one session Also, built a /build-portfolio command that interviews you and build it for you See Template: github.com/AyanArshad02/a… Live demo: ayanarshad02.github.io Built on : alshedivat's al-folio
@Hi_Mrinal How to find those repo from ML, GenAI AMD agentic AI domain?
@Hi_Mrinal Instead of founding new projects idea I’m just focused on reverse engineering YC startup And it’s helping to learn a hell lot of new thingssss
For this I believe in one thing: 1. Non-tech people using AI is “AI Slave” doing whatever AI says 2. Tech people using AI is “AI Master” only if they are the one guiding AI on doing anything and not just blindly following whatever it says
Unpopular opinion: "AI makes everyone a developer" is true the same way "cameras makes everyone a photographer"
@thedankoe Tutorials are just a trap and it will take a hell lot of time until you realise it So just focus on understanding the concepts and build something applying that concepts
Have you guys heard of “Machine UNlearning” ???
While reverse engineering a YC S23 startup I got to learn way more things about Chunking, Retrieval, Context Engineering, Generation From now I’ll just keep on doing reverse engineering of YC startup and keep building MVP versions of it
@atullchaurasia To get hired in gulf countries basically referall works connect with recruiters, record a loom and share with them
@kaif9999 How you are making yourself visible so that inbound offers are coming?? Is it because of twitter, LinkedIn or what?
@adxtyahq I am learning/building from last 3 years consistently… And got full time offer last year on-site chennai before end of college And now I’m thinking of getting a remote job (because half of the time is getting wasted in travelling and all) Any advice on how to get those calls?
@suryabuilds @adxtyahq It’s just a research from their website, YC page, grok etc and then once I have collected everything then frame problem statement, then map out each components then design each of them
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