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Peiwu Zhao
VP Managing Director, Risk Analytics @OneMain Financial
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WORK HISTORY
VP Managing Director, Risk Analytics @OneMain Financial
Wilmington, DE, US
Leading a highly efficient data science team to build advanced machine learning models and drive innovations using open source tools and software in a corporate warehouse as well as cloud-based hadoop and spark environment that leverage credit bureau and alternative data sources, with the capability of providing adverse action reasons and deploying models on various internal and external credit decisioning and marketing platforms.
EDUCATION
University of Science and Technology of China
B.S., Management Science
University at Buffalo
Ph. D, Operations Research
SKILLS
ABOUT PEIWU ZHAO
Top-performing data science and analytics leader with expert experience in advanced machine learning, predictive modeling, risk and marketing analytics, forecasting, optimization and reporting. Demonstrated ability to work on complex processes across the end-to-end cycle with proven track record of combining strategic thinking and advanced analytical and technical skills to influence and build consensus and drive impactful solutions. Specialties- Building, coaching and managing analytics teams - Risk management, marketing analytics, new customer acquisition, cross sell and collection- Predictive modeling in acquisition, marketing, portfolio management and valuations- Advanced machine learning, deep learning and artificial intelligence for risk modeling and analytics- Algorithm design, linear programming and optimization- Customer segmentation by profitability, risk, behavior, etc- Portfolio valuation & forecasting- Design of experiments- Reporting and process automation- Python, R, SAS, SQL/Hive, Spark, Excel VBA, C/C++, Java, Windows and Linux
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