Writing
Everything I've published, newest first. 6 pieces so far.
2025
MatFormer: Train Once, Deploy Infinitely
Matryoshka, the nested intelligence that unlocks universal flexibility.
A Collection of Light
Brighter thoughts for darker days. A growing collection of words that help.
Building Robust AI Systems
An engineer's guide to sync vs async design and to API frameworks, from REST to Flask to FastAPI.
Step into the Arena
Dare. Strive. Create. You belong in the arena.
Beyond Programming: Software 1.0 to 3.0
Notes and opinions on Andrej Karpathy's keynote on how software is changing again.
Learning to Think: Decoding Dualformer
Bridging System 1 and System 2 thinking through transformers.