Nate Lu
Quant | Data Scientist | Cross Functional People Leader | Ph.D. in Financial Math | Inventor with patented ML tool #ONO
- Role
- Senior Manager, Quant Data Scientist at Capital One
- Location
- Washington, DC, US
- LinkedIn followers
- 500 followers
About Nate Lu
Experienced and self-motivated individual contributor, team player and people manager…
Experience
Senior Manager, Quant Data Scientist
Mar 2020 — Present
Lead Capital One commercial pricing model development (portfolio exposure is over $110B) and leverage ML into both model and business monitoring. Manage and coordinate projects among data, analytical, software engineering and business teams.Invent a patented ML toll on a cloud platform that provides extensive root-cause analysis with direct implications on commercial profitability. Lead a team to monitor and improve commercial pricing model ongoing performance. Manage Annual Budget implementation across lines of business.Strengthen data and model process, control, and governance with cloud service. Serve as a subject matter expert to ensure the feasibility of daily model uses for underwriters. Govern model issues and provide risk-compliant documents.
Education
UC Santa Barbara
Ph.D., Statistics, emphasized on Financial Mathematics
MIT IDSS
Data Science and Machine Learning Program
National Kaohsiung Normal University
B.S., Mathematics
University of Pittsburgh
MA, Statistics
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