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11 projects
Sports
NFL Predictor Model
Build the model twice and find out why the 82% version is worthless
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Sports
World Cup 2026 Match Predictor
Predict win/draw/loss, expected goals, and scorelines for any WC2026 matchup
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Sports
World Cup Goal Predictor
Predict match outcomes using XGBoost and FIFA match data
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Music
Spotify Hit Predictor
Predict chart success from audio features before release
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Health
Chest X-Ray Classifier
Detect pneumonia from radiographs using a fine-tuned CNN
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Climate
Wildfire Risk Mapper
Predict next-day fire ignition probability from satellite bands
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NLP
Reddit → Crypto Sentiment Engine
Mine r/CryptoCurrency posts to build a leading sentiment signal
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Games
Chess Move Evaluator
Score the quality of any chess move using a trained value network
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Urban
City Crime Hotspot Forecaster
Predict next-week crime density by neighbourhood using spatio-temporal models
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Finance
Stock Price Predictor
Forecast next-day returns using technical indicators and LSTM
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Sports
NBA Shot Quality Model
Score every shot in the league using player tracking data
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