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btc-regime-forecasting
btc-regime-forecasting PublicQuantitative Bitcoin directional forecasting engine using return-weighted LightGBM, 3-state Gaussian HMM regime detection, and expanding walk-forward validation.
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macroeconomic-equity-return-prediction
macroeconomic-equity-return-prediction PublicEvaluating the predictive information content of macroeconomic indicators for S&P 500 return forecasting.
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Big-Data-Churn-Analysis
Big-Data-Churn-Analysis PublicAn End-to-End Churn Pipeline: From Raw Logs to Interactive Dashboard A production-grade ML pipeline that processes 300M+ raw event logs, engineers leak-free features, trains an Optuna-tuned 5-Fold …
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