李亦凡

Learn from past mistakes
Make efforts for the future

I am currently an undergraduate student in Statistics at the School of Management, University of Science and Technology of China (USTC).
My academic interests focus on statistical learning, artificial intelligence, and quantitative analysis.

Education

University of Science and Technology of China (USTC)
B.S. in Statistics
Sep. 2024 – Present

  • Core coursework: Probability Theory, Mathematical Analysis, Linear Algebra, etc.

Research Interests

My interests lie at the intersection of statistics and computer science, with a particular emphasis on AI-related topics, including but not limited to:

  • Statistical learning and probabilistic modeling
  • Machine learning and artificial intelligence models
  • Time series analysis and forecasting in quantitative trading

Technical Background

  • Mathematics & Statistics: Probability Theory, Mathematical Analysis, Linear Algebra
  • Computer Science: Data Structures, C Programming
  • Programming Languages: Python, C/C++, SQL
  • Tools & Frameworks: NumPy, Pandas, PyTorch, LaTeX, Markdown, Git, Jupyter

Projects & Experience

  • Participated in the design and development of a quantitative factor library, including basic backtesting pipelines and data visualization.
  • Involved in multimodal model experiments related to quantitative analysis, primarily responsible for language dataset annotation and data cleaning.