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1. chd-risk-prediction chd-risk-prediction Public

   End-to-end ML pipeline predicting 10-year CHD risk from clinical data. Developed model pipelines for Logistic Regression and XGBoost, threshold optimization, SHAP, and FastAPI deployment.

   Jupyter Notebook

2. loan-default-risk loan-default-risk Public

   Predicting 12-month loan default risk using CatBoost and Logistic Regression - temporal validation, threshold tuning, 0.701 ROC-AUC.

   Jupyter Notebook

3. calorie-burn-prediction calorie-burn-prediction Public

   End-to-end regression pipeline predicting calories burned during exercise using XGBoost, custom feature engineering, RMSLE optimization, SHAP interpretation, and Streamlit deployment.

   Jupyter Notebook