YC Expo
Spent the day at the YC Expo meeting founders and engineers from a wide range of startups, including a good conversation with the team at emergent.dev.
I am a systems biologist and builder who uses computation to understand, redesign, and direct complex biological systems.
This site is a dated register. Everything I have shipped, won, or learned goes in the timeline; the deeper pieces get their own page.
Longer write-ups of the projects worth reading about.
Spent the day at the YC Expo meeting founders and engineers from a wide range of startups, including a good conversation with the team at emergent.dev.
The first post. Short updates, press mentions, and announcements live here.
Fine-tuned LoRA adapters on Gemma 4 E2B for biology Q&A and documented an honest negative result.
Shipped Atlas V3 — 63 FastAPI routes and 95 offline tests covering memory, routing, permission gates, workflows, and OS safety.
Shipped the WebLLM Chrome extension, built the Protein Sequence Transformer, and began metabolic control analysis research mentored by Prof. Herbert Sauro at UW.
Built a Tellurium kinetic model of the RhlR/RhlI quorum sensing pathway in P. aeruginosa and published the analysis on Cells and Civics.
Won Best Delegate at King County Model United Nations.
Qualified for the ACSL All Star Finals, competing in Junior 3.