Writing

Blog

Notes on AI systems, MLOps, research culture and machine learning — written as I learn.

All posts

Quiet Engineering: fourteen things Indians built with almost nobody watching
A heart valve by three people, a $2 lens, a rocket in two years — and the lesson in each.
Nov 2026
Benchmarking an Open-Source AI Decision Model on a 2019 Laptop
847 ms per decision on a GTX 1650 — full method, code and raw JSON.
Sep 2026
SOTA (State of the Art): The Hype vs Confusion
What “state of the art” actually means, and where the hype starts.
Apr 2026
what i understood? — a series on learning in public
Notes from learning machine learning in the open.
Dec 2025
Small Contributions, Big Impact
How tier-3 students can power India's AI journey.
Patents and Publications
A thinkable and learnable topic for India's research ecosystem.
Decoding Team Strategies in IPL 2025 Using Data Science
Using data to understand how IPL teams build and use strategy.
From Raw Data to Actionable Insights
A 3-day deep dive into data science salaries.
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