Projects

Every project here answers one question: so what? Not just what I found, but why it matters — whether it helps a business make money, prioritize, understand its customers, or make a sharper decision.

Below is my growing collection of analytics work across consumer behavior, sports, and gaming. Click any project to see the full breakdown, or head to the linked GitHub repo for the code.

SHAP feature importance chart showing Education as the top predictor

Predicting Health-Insurance Coverage Among Gen Z

An end-to-end ML pipeline that predicts who’s likely to be uninsured — and why accuracy was the wrong metric for the job.

Bar chart showing rookie improvement rate collapsing when paired with the highest-performing teammates

Under Pressure: Do F1 Rookies Thrive or Crumble Next to a Star Teammate?

Do F1 rookies improve next to a superstar teammate — or crumble? Testing the ‘pressure cooker’ theory across 70 debut seasons.