Kelly
Machine Learning Fellow @Fitch Group, Inc.
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WORK HISTORY
Machine Learning Fellow @Fitch Group, Inc.
Built ML models (Logistic Regression, Random Forests, XGBoost) on accounting time-series data from U.S. companies for corporate bankruptcy prediction, supporting Fitch in credit risk assessment.• Performed feature engineering and handle class imbalance, optimizing AUC-ROC, F1, and Type II error metrics.• Collaborated weekly with teammates and Fitch stakeholders to translate findings into actionable insights.
EDUCATION
University of California, Riverside
Bachelor of Science - BS, Computer Science
ABOUT KELLY
Portfolio: https://kellyma.vercel.app GitHub: https://github.com/kellyma626
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