Kelly
CS @ UCR | AI/ML Fellow @ Fitch Group | Break Through Tech AI @ Cornell Tech | NASA L’SPACE
- Role
- Machine Learning Fellow at Fitch Group, Inc.
- Location
- San Gabriel, CA, US
- LinkedIn followers
- 500 followers
About Kelly
Portfolio: https://kellyma.vercel.app GitHub: https://github.com/kellyma626
Experience
Machine Learning Fellow
Aug 2025 — Present
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
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