Projects

During my studies, I have participated in several projects, developing both technical skills and teamwork experience.

College Student Innovation and Entrepreneurship Training Program

Originality Measurement and Regularization Mechanisms for LLM-Generated Alpha Factors Based on Multi-Dimensional Similarity · Project Leader · May 2026 - May 2027 · In Progress

“Zhizhidao” Geek Center, University of Science and Technology of China

Member of the Quantitative Trading Task Group, responsible for theoretical research in quantitative finance, code development, and validation.

Quantitative Factor Library · Mar. 2025 - Sep. 2025

• Developed quantitative factors using modular programming
• Implemented factor backtesting covering Sharpe ratio, maximum drawdown, layered returns, IC, and other metrics
• Built a task dispatching system with multi-threaded parallel computation for optimal parameter search
• Explored machine learning strategies via simulated trading on historical datasets
• Investigated combined factor investing to identify optimal factor portfolios

Multimodal Trading Model · Nov. 2025 - May 2026

• Annotated financial datasets using LLMs
• Applied tokenization tools with log-odds / z-score frameworks to extract statistically significant terms
• Constructed VSM feature matrices from selected terms and derived text-based quantitative factors