The Singh GazetteA personal newspaper on tech, life, opinions, and research — by Devansh Singh.https://devanshsrajput.netlify.app/Moving Back to Bihar for a Weekhttps://devanshsrajput.netlify.app/moving-back-to-bihar-for-a-week/https://devanshsrajput.netlify.app/moving-back-to-bihar-for-a-week/A week away from the terminal, back home, where the only latency that matters is how long the tea takes.Wed, 08 Jul 2026 00:00:00 GMTlifeWhy I Stopped Using PyTorch Lightninghttps://devanshsrajput.netlify.app/why-i-stopped-using-pytorch-lightning/https://devanshsrajput.netlify.app/why-i-stopped-using-pytorch-lightning/Lightning abstracts the wrong things. Here is what I switched to and why the training loop is not the enemy.Wed, 01 Jul 2026 00:00:00 GMTtechopinionBuilding HiSLM: What Happens When You Try to Train a Language Model and Learn Everything the Hard Wayhttps://devanshsrajput.netlify.app/building-hislm/https://devanshsrajput.netlify.app/building-hislm/The first run crashed in 11 minutes. The second produced a confident but wrong model. The third was okay. Research is mostly the first two.Mon, 15 Jun 2026 00:00:00 GMTresearchtechWhat Nobody Tells You About CS Until You Are Two Years In And It Is Too Latehttps://devanshsrajput.netlify.app/what-no-one-tells-you-about-cs/https://devanshsrajput.netlify.app/what-no-one-tells-you-about-cs/The degree teaches algorithms. Industry wants system design. Professors want proofs. The internet wants React. None of these overlap.Mon, 01 Jun 2026 00:00:00 GMTlifeopinionWhat Happens When You Train a Toxicity Classifier on English Data and Ask It About Hindi-Hinglish?https://devanshsrajput.netlify.app/nlp-bias-hindi-hinglish/https://devanshsrajput.netlify.app/nlp-bias-hindi-hinglish/It gets confused. Confidently. On the language bias gap in content moderation and why a billion speakers are an afterthought in most benchmarks.Sun, 10 May 2026 00:00:00 GMTresearchtechWe Asked an AI to Review Itself. It Gave Itself Five Stars. We Checked. It Deserved Four.https://devanshsrajput.netlify.app/gpt-reviewed-itself/https://devanshsrajput.netlify.app/gpt-reviewed-itself/We asked the model to evaluate its own capabilities. It was enthusiastic. It was thorough. It was wrong about three things.Wed, 01 Apr 2026 00:00:00 GMTtechopinionMy Internship Performance Review Said I 'Show Initiative.' They Meant This As A Warning.https://devanshsrajput.netlify.app/internship-performance-review/https://devanshsrajput.netlify.app/internship-performance-review/I pushed a fix to production on day three. My manager called it 'proactive.' The on-call engineer used different words.Sun, 01 Mar 2026 00:00:00 GMTlifeI Read 200 ML Paper Titles. Apparently Everything Is Now 'Towards' Something.https://devanshsrajput.netlify.app/ml-paper-titles/https://devanshsrajput.netlify.app/ml-paper-titles/Towards a More Scalable Framework for Towards Something. A survey of how the field communicates breakthroughs it hasn't quite made yet.Thu, 05 Feb 2026 00:00:00 GMTresearchopinionA Field Guide to Surviving a 48-Hour Hackathon Without Losing Your Sense of Selfhttps://devanshsrajput.netlify.app/hackathon-survival-guide/https://devanshsrajput.netlify.app/hackathon-survival-guide/Hour 1: You have a great idea. Hour 12: You have a different idea. Hour 36: You have a pivot. Hour 47: You have a demo button that doesn't do anything.Sat, 10 Jan 2026 00:00:00 GMTtechlifenpm install: The Civilizational Threat We Agreed To Normalizehttps://devanshsrajput.netlify.app/npm-install/https://devanshsrajput.netlify.app/npm-install/You wanted to center a div. You now have 847 packages. One of them is lodash. You needed to check if a number was odd.Sat, 20 Dec 2025 00:00:00 GMTtechopinionI Spent 30 Days Doing Everything LinkedIn Influencers Told Me To Do. I Am Now Unemployed And Deeply Spiritual.https://devanshsrajput.netlify.app/linkedin-influencer-productivity/https://devanshsrajput.netlify.app/linkedin-influencer-productivity/Wake up at 4am. Cold shower. Read 47 books. Network. Drink water. Hustle. Repeat. An investigation into whether any of this is real.Mon, 01 Dec 2025 00:00:00 GMTopinionlife