Fun Stuff
Side projects built purely because they were fun to build.
Phillies Prospect Pulse
A full-stack farm-system dashboard for the Phillies' minor-league prospects. An automated pipeline pulls and reconciles news, stats, promotions, and injuries on a schedule (a daily Vercel cron job snapshots rankings history), feeding a custom weighted ranking model (scouting, performance, age/level, media sentiment, risk) that shows exactly what moved each player's rank, not just a final score. "Prospect Genie" is a Claude-powered chat assistant that reasons over the live database to answer natural-language questions about the system — why a player hasn't been promoted, who's trending, head-to-head comparisons. Backed by Supabase, with an automated quality pipeline (data audits, ranking backtests against historical outcomes, and typechecking) run before every deploy.
What's next
- Wire up "Ask Pulse," a scaffolded natural-language query page, to answer directly against the live database
- Feed backtest results back into the ranking model to tune its weights over time