Bingyi Yang
SVP, Decision Science / Data Science at Global Lending Services LLC
- Role
- SVP, Head of Decision Science Data Science at Global Lending Services LLC
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Bingyi Yang
A passionate, dedicated, and innovative analytical expert and leader, with 18 years’ experience in consumer lending (auto finance, mortgage, and credit card), credit scoring, risk management, database/online marketing, and other statistical model development and deployment. Great track record of statistical value-add deliveries: personally developed or led the development of numerous statistical models in financial and banking industry; each model delivered $2-50MM/year to the company. Won multiple outstanding contribution awards (given to top 1% associates) from CEO. Accomplished and highly respected people manager for 12 years: able to nurture a very positive team culture; able to build and grow a team with great morale, dedication, productivity, and throughput.Technical skills: • Excellent quantitative and analytical skills, especially in solving complex business problems using statistics, data science, machine learning, and operations research techniques.• Very knowledgeable on all FCRA-compliant credit bureaus and alternative data sources.• Familiar with the framework/principle of VaR, CCAR, PPNR, and BASEL. • Excellent programming skill in SAS (esp. Macros) and C++; working knowledge in Python, R, and Java; 4 years as senior software engineer in commercial software companies• Working knowledge in Big Data and Artificial Intelligence technologies, including Hadoop, Spark, H2O, TensorFlow, Deep Learning / Neural Networks, AWS, etc.
Experience
SVP, Head of Decision Science Data Science
Aug 2023 — Present · Greenville, SC, US
Education
University of Shanghai for Science and Technology
M.S., Systems Engineering
Georgia Institute of Technology
Ph.D., Industrial and Systems Engineering
Tsinghua University
B.S., Thermophysics
Skills
- Analytics
- Risk Analytics
- Statistical Modeling
- Time Series Analysis
- Basel Ii
- Statistics
- Business Analytics
- Database Marketing
- Credit Scoring
- Leadership
- Credit Risk Management
- Valuation
- Credit Risk
- Credit
- Quantitative Analytics
- Optimization
- Sas
- Predictive Analytics
- Business Intelligence
- Linear Regression
- People Management
- Banking
- Logistic Regression
- Data Mining
- Risk Management
- Sas Programming
- Predictive Modeling
- Operations Research
- Segmentation
- Credit Cards
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