Dongyi L
Manager, Data Scientist
United States
Summary
👤
Senior🎓
Top SchoolDongyi L is a Data Science Manager with over a decade of experience designing and leading ML-driven credit risk and valuation models across card, auto, and mortgage portfolios. At Capital One he leads charge-off forecasting and a horizontal stress provision framework for capital allocation, blending statistical rigor with production Python tooling and interactive Dash visualizations. Previously he built econometric and machine learning models for RMBS/CMBS valuation and macro forecasting at Radian, managing datasets with 100M+ rows and performing model validation to regulatory standards. Comfortable translating complex risk requirements into automated workflows, he pairs a Quantitative Finance Master’s (3.93 GPA) with hands-on coding in Python and emerging interest in JavaScript. Known for bridging analytics and cross-functional decision-making, he brings both deep domain expertise in credit risk and a practical engineering mindset that accelerates business impact.
9 years of coding experience
5 years of employment as a software developer
Master's Degree, Quantitative Finance, 3.93/4.0, Master's Degree, Quantitative Finance, 3.93/4.0 at University of Maryland - Robert H. Smith School of BusinessBachelor's Degree, Economics, Investment, 3.8/4.0, Bachelor's Degree, Economics, Investment, 3.8/4.0 at University of International Business and Economics
English, Chinese
Github Skills (4)
java7
golang6
tdd1
python1
Programming languages (2)
Github contributions (5)
Tony-DongyiLuo/leetcode-python
Dec 2016 - May 2018
Contributions:124 commits, 121 pushes, 1 branch in 1 year 4 months
Tony-DongyiLuo/leetcode-sql
Mar 2017 - Aug 2017
Contributions:16 commits, 15 pushes, 1 branch in 5 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.