Education

• M.S., GPA: 3.93/4.0, University of Illinois at Urbana-Champaign
• M.A., GPA: 3.95/4.0, Nanjing University
• B.A., GPA: 3.68/4.0, Xi’an Jiaotong University

Actuarial Exams

• Passed: Exam P (Jan 2025), FM (Jun 2025), SRM (SOA, Aug 2025)
• Sitting: Exam MAS-I, MAS-II

Relevant Experience

• Actuarial Researcher, IRisk Lab, Aug 2024 - Dec 2025
• Senior Data Scientist, TikTok (ByteDance Ltd.), May 2022 – May 2023
• Data Scientist, Kuaishou Tech., Jun 2020 – May 2022

Skills

• Programming: Advanced R, Advanced SQL (MySQL, Hive), Python; basic C++, Java
• Tools: Advanced Tableau, PowerBI, Excel
• Statistical Modeling: GLMs, Time Series, Bayesian MCMC, A/B Testing
• Machine Learning: Tree-based models, Regularization, Model evaluation
• Data Workflow: ETL, data cleaning, dashboard building

Relevant Courses

• Statistical Methods & Theory: Applied Bayesian Analysis, Big Data Analytics, Statistics for Risk Modeling, Advanced Stochastic Processes & Applications
• Machine Learning & Data Science: Statistical Learning, Predictive Analytics, Computing Programming & Algorithm
• Actuarial Science & Insurance Analytics: Loss Models & Credibility Theory, Actuarial Research & Literature Seminar
• Finance & Risk Management: Foundations of Risk Management, Quantitative Risk Management