Huimin Li: in San Mateo, CA

- Teaching Assistant for Introduction to Managerial Statistics - Teaching Assistant for Statistical Analysis for Managerial Decisions

Applied Machine Learning on credit card application. Random Forest was used in card approval or rejection prediction, k-means in APR clustering, linear regression in credit limit modeling. Customer retention rate increased by 2.9% - Built a money movement churn prediction model for high balance customers with Logistic Regression and designed A/B testing to validate the performance. Attrition rate decreased by 1.8% - Analyzed data with Tableau to construct funnel analysis of telemarketing approval rate

- Analyzed financial structure and risk management of the business performance, managed loan requests and made approval decisions - Maintained 800 corporate customers relationships and managed financial products, deposit, savings, and loans