/ projects
Things I've built
Predicting startup acquisition vs. closure Featured
Random Forest vs SVM on a 54,294-company Crunchbase export: 74% accuracy, AUC 0.77. Comes with a live predictor distilled from the real model.
What makes a London Airbnb top-rated?
Decision Tree vs Random Forest on 34,384 London listings. Turns out the host matters more than the property. Try the checker yourself.
Situated participation & AI consciousness
My dissertation: Nagel's bat isn't a yes-or-no question, and the graduated version changes how we should talk about LLMs.
Free Trade Agreement networks
193 UN states and 4,268 treaty ties modelled with ERGMs in R, plus the real network as a live simulation you can drag around.
Connect 4 — beat my bot
Vanilla-JS classic with a minimax bot that looks five moves ahead. Win and coffee's on me.