Principal Software Engineer | Building Data & AI systems at scale | AI, Career, pay, architecture & hard lessons | Travel & lifestyle occasionally ✈️

Bengaluru, India
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Thinking about switching to Data/AI? Preparing for a Staff Engineer interview? Not sure why your resume isn't getting callbacks? Or simply need someone who's been through the journey to review your next move? I've opened 1:1 sessions on Topmate for: • Data & AI careers • System design • Interview prep • Resume reviews • Mock interviews • Career guidance Happy to help Book a session on Topmate topmate.io/tanuj_kulshrestha
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AI Interviewer: If I upload a PDF to chatGPT and ask questions from it, is that RAG?
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Connect with me on topmate
Thinking about switching to Data/AI? Preparing for a Staff Engineer interview? Not sure why your resume isn't getting callbacks? Or simply need someone who's been through the journey to review your next move? I've opened 1:1 sessions on Topmate for: • Data & AI careers • System design • Interview prep • Resume reviews • Mock interviews • Career guidance Happy to help Book a session on Topmate topmate.io/tanuj_kulshrestha
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Programmers are bad at naming things: GitHub — no actual hub, just trauma JavaScript — has nothing to do with Java or script apparently Python — no snake, just pain npm — Node Package Manager but nothing about it feels managed Homebrew — has never made a single drink Postman — brings requests, anxiety, and a 401 error MongoDB — no mongo, nobody knows what mongo is
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Staff Engineer tells you: Just return 200 OK and put the error in the response body. Easier for frontend. You are a senior engineer. What's your answer ?
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Interviewer: What happens if you remove all the hyphens from a UUID?
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Web developers: can one extra slash in a URL change the page you get?
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Which LLM do you trust the most for coding? A. Claude B. ChatGPT C. Gemini D. Qwen
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AI Interviewer: If I upload a PDF to chatGPT and ask questions from it, is that RAG?
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Why every software engineers plan B is farming?
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Interviewer: What's your biggest strength? Me: Machine Learning. Interviewer: What's 6 + 9? Me: 0 Interviewer: Incorrect. It's 15. Me: It's 15 Interviewer: What's 4 + 20? Me: It's 15
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Tech Lead says: DELETE should always return the deleted object. Whats your reply ?
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Developers, which one do you actually use?
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Linkedin says your profile photo must look like you Meanwhile in linkedin 👇🏻
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Interviewer: IRCTC crashes every day during tatkal bookings at 10 AM. Amazon survives Big Billion Day traffic without crashing. What’s the difference in their system design?
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