Projects
Reimplementations, benchmarks and tools — built to understand systems from the inside out.
- WAN2.1 Bench Benchmark tooling for video generation models — where GPU performance engineering meets creative output, and every measurement is a multi-second render. 2026
- Mini-SGLang A minimal reimplementation of an LLM serving system's core paths — built to understand what a production inference stack actually does between a request and a token. 2026
- SimpleGrad Reverse-mode automatic differentiation from scratch — a tiny autograd engine, because backpropagation shouldn't be a library you import. 2025
- SimpleVM A small virtual machine — instruction dispatch, a memory model, and what actually sits between source and silicon. 2025
- BAWS Research Companion A tool built out of real workflow friction — keeping reading, notes and experiments in one place while doing research. 2025