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  1. traffic-fatality-prediction traffic-fatality-prediction Public

    Machine learning models for predicting US traffic fatalities using NHTSA FARS data. Random Forest champion model with SHAP interpretability analysis.

    Jupyter Notebook

  2. mls-soccer-analytics mls-soccer-analytics Public

    End-to-end MLS soccer analytics project covering 2024 player performance, historical standings trends, and predictive modeling of final points.

    Jupyter Notebook

  3. data-jobs-salary-analysis data-jobs-salary-analysis Public

    SQL analysis of data job market compensation trends (2020–2024) using SQLite and Python. Covers salary by role, experience level, work setting, and company size.

    Jupyter Notebook