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Lightsout.

Type
F1 prediction dashboard
Status
Shipped
Stack
Next.js · FastAPI · LightGBM · FastF1
Link
lightsout-web.vercel.app
Lightsout — F1 Prediction — screenshot
01Brief

Full-stack Formula 1 prediction dashboard — machine-learning race forecasts backed by eight seasons of data.

02In the build
013 LightGBM quantile-regression models
02Trained on 8 seasons of race data
03Monte Carlo simulation — ~10K orderings per race
04Win / podium / points odds per driver
Next.jsFastAPILightGBMFastF1
Next project
Reddys Digital(04)