Hi, I'm Ankit — a product builder at heart. My career has moved between software engineering and product management on consumer electronics, with a brief detour into finance during my MBA in London.
This site is where my rabbit holes go to survive. I spend a lot of time going deep with Claude on things I'm curious about — robotics, AI, product, finance. The conversations get long, wander everywhere, and eventually just get forgotten. Here, I distil the useful ones into a proper write-up: easy to digest, built with AI, with my own commentary on what actually mattered. Partly so I can find it again. Partly so you don't have to have the conversation yourself.
Lately that's meant building too, not just writing. Premrajka LLC is where the things I ship live — starting with Current, a free daily text on AI, robotics, SaaS, and VC.
Products
Products I've built and shipped under Premrajka LLC.
Posts
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Learning to walk, one simulated fall at a time
How reward design and massively parallel simulation teach a robot to walk — then map the concepts onto a real open-source repository.
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Where robot training data comes from
Four ways to get a robot the data it needs, and the quantity-versus-fidelity trade-off behind each one.
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Demystifying AI models in robotics
Untangling two kinds of AI: ones that imagine the world, and ones that act in it.