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ATP Tennis Prediction Engine

Finds value bets with a proven edge

Machine-learning system predicting ATP tennis outcomes and scanning for value bets against bookmaker odds. Walk-forward validated (no look-ahead bias), with anti-detection scraping and Telegram alerts.

  • ▹67.6% backtest accuracy
  • ▹16,138 predictions across 69 walk-forward periods
  • ▹+10.6% ROI (5% threshold), positive CLV
PythonXGBoostLightGBMOptunaSHAPPatchrightPostgresStreamlit

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