Experience

Education

Sun Yat-sen University, Lingnan College

B.Econ in Finance, Minor in Statistics

Guangzhou, China

2022 – 2026 (Expected)

Core Courses

Real Analysis Stochastic Process Machine Learning in Econ & Finance Financial Engineering Econometrics Probability & Statistics Linear Algebra Differential Equations Data Analysis with Python

Professional Experience

Aug–Oct 2025

Quantitative Research Intern

Huatai Securities · Remote, China

  • Implemented asset representation learning framework based on "Asset Embeddings in China" research; completed end-to-end pipeline including data preprocessing, quarterly embedding model training, backtesting, and deployment.
  • Conducted cross-sectional analysis on embedded representations to uncover sector rotation trends, fund style drift, and risk-return asymmetries; delivered findings to senior managers.
Jul–Sep 2024

Quantitative Research Intern

Shenwan Hongyuan Group · Shanghai, China

  • Reproduced and extended Duan et al.'s FactorVAE model for cross-sectional return prediction; this work directly inspired the development of AttnFactorVAE.
  • Supported weekly investment strategy research by consolidating insights from institutional reports, identifying macro themes and sector rotations for portfolio managers.

Skills

Programming

Python PyTorch TensorFlow Pandas NumPy Scikit-Learn SQL Git C Lua

Machine Learning

VAE Attention / Transformers GRU / LSTM Diffusion Models Supervised Learning Dimensionality Reduction Representation Learning

Finance

Factor Models Portfolio Optimization Backtesting Econometrics Financial Econometrics

Languages

Mandarin (Native) English (TOEFL 106)