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Participated in the "CrimeCast: Forecasting Crime Categories" Kaggle competition, building ML models to predict crime categories. Approach involved data preprocessing, feature engineering, decision trees, and gradient boosting. Technologies: Python, scikit-learn, XGBoost, RandomForest, Pandas, NumPy.