
Race forecasting, explained
F1 Outcome Lab
A live Formula 1 forecasting product with a LightGBM model, FastAPI service, and Next.js dashboard. The system joins multi-year race data, weather, qualifying pace, telemetry, and driver-team form into transparent next-race predictions.
Production forecasting across 21 engineered race features


