Linwei Hu
Quantitative Analytics Manager | ML Researcher and Engineer @ Wells Fargo
- Role
- Quantitative Analytics Manager, Executive Director at Wells Fargo
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
Experience
Quantitative Analytics Manager, Executive Director
Oct 2022 — Present
I am currently leading a team of data scientists inside Advanced Technologies for Modeling in Corporate Model Risk. My team is focused on doing research in a wide variety of machine learning areas, contributing to our internal credit risk model validation library and supporting model validation activities. Our research areas cover model fairness, model weakness detection, post-hoc model explainability, inherently interpretable models, semi-supervised learning, etc. In addition, I have been an active ML researcher and a main contributor and maintainer of our internal model validation library since I joined Wells Fargo.
Education
University of Missouri-Columbia
Master's Degree, Statistics
2009 — 2011
Zhejiang University
Bachelor's degree, Mathematics and applied mathematics
The University of Georgia
Doctor of Philosophy (PhD), Statistics
Skills
- Mathematical Modeling
- Design of Experiments
- Time Series Analysis
- R
- Latex
- Predictive Modeling
- Statistics
- Data Mining
- Machine Learning
- Sas
- Spss
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