Project Experience

• Thesis – Nonparametric Mediation Analysis of Non-Markov Illness-Death Model (2025): Used causal mediation analysis to explore applications in non-Markov illness-death data. [Link]
• Fourier-Based Stock Price Modeling (2024): Applied Fourier Transform to denoise log returns in stock price data, improving prediction accuracy in a time series forecasting project. [Link]
• A General Paired t-test under Non-i.i.d. Assumptions (2024): Applied the Lyapunov Central Limit Theorem and k-Nearest Neighbors to extend the classical paired t-test framework. [Link]
• Futures and Options Pair Trading Bot (2023): Developed a pair trading bot for futures and options trading. [Link]
• Credit Card Customer Loyalty Prediction (2021): Applied machine learning models to predict credit card customer loyalty. [Link]

Programming Languages

I am familiar with R, Python, and Matlab, and have hands-on experience using these tools for data analysis, model development, and statistical computing.