I build fast Rust tools for Python developers and LLM agents. Interested in AI safety research and engineering.
- irradiate — mutation testing for Python, in Rust
- pycg-rs — static call graph generation for Python
- pycfg-rs — control flow graph generation for Python
- dw2md — extract DeepWiki docs into a single LLM-ready file
- hive — multi-agent coding orchestrator
- tau — minimal coding agent harness
- takeoff-protocol — multiplayer AI crisis simulation
- slop-guard — detect AI writing patterns in prose
- Nuuly as a Sr. Machine Learning Engineer.
- During my first two years, I developed services, pipelines, and simulations to help with inventory management and logistics processing. These projects scaled from ~30k customers to ~350k customers, and saved (estimated) ~millions in shipping costs.
- During my last couple of years at Nuuly I took ownership of our recommendation system. Working with two other data scientists, we built a transformer-based recommendation model that improved offline recall and precision by ~50% for active subscribers, and gave us dramatic improvement for "stale" customers (who haven't rented in >2 months).
- Sharing Excess to help reduce food waste from grocery stores and restaurants