Bin He

About Bin He

Building high-performing data science teams

Experience

1. VP, Data Science

   Corelogic

   Oct 2011 — Present

   Manage a team of 30+ data scientists, economists, and BI analysts. • successful transformed a traditional econometric modeling team to an econometric/machine learning team that can do end to end machine learning model development on cloud • Responsible for data and analytics such as predictive, AI, ML, and NLP for all CoreLogic business functions, including macroeconomic trends, property and location intelligence, digital marketing, fraud prevention, borrowers and loan solutions, collateral and underwriting solutions, risk management, and property insurance, etc • Work closely with stakeholders to deliver analytic and machine leaning solutions to address their pain points and challenges Best in class models/solutions I am responsible for: CoreLogic Home Price Index, Case-Shiller Home Price Indexes, home price forecast, economic trends, Total Home Value, fraud models, Digital Marketing models, RiskModel, reconstruction cost model, rental amount model

Education

• The University of Alabama

  PhD, Chemical Engineering

• The University of Alabama

  Masters, Applied Statistics

• Tianjin University

  B.A., Major: Engineering; Minor: Economics

Skills

• Mortgage Analytics
• Data Analysis
• Quantitative Analytics
• Statistical Modeling
• House Price Forecasting and Simulation
• Monte Carlo Simulation
• Risk Management
• Valuation
• Credit
• Financial Modeling
• Analytics
• Analysis
• Management
• Credit Risk
• Forecasting
• Basel Ii
• Predictive Modeling
• Sas
• Analytical Skills
• Portfolio Management
• Banking
• Segmentation
• Logistic Regression
• Loss Forecasting
• Risk Modeling
• Data Mining
• Prepayment and Credit Modeling