Zhaoyang Duan
Principal Data Modeler @Lendingclub
San Francisco, CA, US
EMAILS
z••••@lendingclub.com
MOBILE NUMBERS
+18•••••••42
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WORK HISTORY
Oct 2019 — Present
Principal Data Modeler @Lendingclub
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San Francisco, CA, US
Build Machine Learning (XGBOOST, LightGBM, Neural Network, etc), Logistic Regression, Scorecard Models for Consumer Loan Underwriting, Pricing, Backend Verifying, Fraud, Take rate, Marketing Response etc. Purposes.Python, SAS, R, SQL
EDUCATION
2007 — 2009
Department of IMSE, Iowa State University
Master of Science (M.S.)
2007 — 2012
Department of Industrial & Manufacturing Systems Engineering (IMSE), Iowa State University
Doctor of Philosophy (Ph.D.)
2012
Iowa State University
Master’s Degree
2003 — 2007
Tsinghua University
Bachelor’s Degree
SKILLS
SimulationsStatistical ModelingTime Series AnalysisMachine LearningMinitabSasAlgorithmsMicrosoft OfficeMatlab, C, CplexLatexMathematicaRMathematical ModelingLinear ProgrammingOperations ResearchMatlabMonte Carlo SimulationStatisticsData MiningSas, R, Jmp, Gams
ABOUT ZHAOYANG DUAN
Expertise in credit risk management, especially in personal loan underwriting, pricing…
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