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Projects

US Electricity Generation Forecasting

Interactive time series analysis dashboard analyzing monthly US electricity generation using Fourier decomposition and autoregressive lag features.

Python Pandas Scikit-learn Statsmodels Streamlit

Note: Dashboard may take 10-30 seconds to load on first visit

NFL Quarterback Performance Predictor

Machine learning system predicting QB passing yards using XGBoost with 42 engineered features including opponent defense metrics, live weather conditions, and game context. Achieved R²=0.602 and RMSE of 46 yards.

Python XGBoost Scikit-learn Pandas Streamlit

Interactive tool: Select any QB, opponent, and game conditions to generate real-time predictions with confidence intervals