Max EV Sports

Recreational sports bettors had no accessible tool for applying expected value math to their betting decisions. Existing tools were either too expensive, required advanced modeling knowledge, or didn't surface actionable edge data in real time. Line movement data, model probabilities, and Kelly criterion sizing were all siloed in separate platforms.

Built a full-stack React dashboard with a Python backend that ingests live odds data, calculates model probabilities, detects positive expected value edges, tracks line movement, and computes Kelly criterion bet sizing. Real-time updates, filterable by sport, date, and edge threshold. Deployed on VPS with automated data refresh pipelines.