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