ML / AI Platform
MLB AI Predictor & Analytics
Predicts MLB game outcomes and player props, calculating betting edges against real-time bookmakers.
Overview
A specialized sports analytics and machine learning pipeline that aggregates historical Major League Baseball data, extracts player/team statistics, and outputs predictive probabilities for game winners and player outcomes.
Features
- Historical game data scraper with automated schedules
- Feature engineering pipelines (rolling averages, matchup modifiers)
- Predictive LightGBM model tracking over 10,000 game records
- Bookmaker odds parser & value edge finder dashboard
Technology
PythonPandasScikit-LearnLightGBMFlaskTailwind CSS
Screenshots
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