Writing

Project writeups, data deep-dives, and things I figured out the hard way.

Sports Analytics

Building the F1 Driver Performance Index

How I built a 16-indicator Bayesian index to rank every F1 driver from 1950 to 2025 — era-adjusted z-scores, Bayesian shrinkage, bootstrap confidence intervals, and why the answer is more complicated than you'd think.