/ about

I am an undergraduate student studying computer science and math at the University of Maryland, College Park. My research interests include machine learning and artificial intelligence. Currently, I am a Research Assistant under Dr. Xiaowei Xu, exploring large language models (LLMs) and their applications, including prompt engineering techniques and multi-agent systems.

/ experience

Sep. 2024 - Present

Research Assistant

University of Arkansas at Little Rock
  • Exploring large language models (LLMs) and their applications, including prompt engineering techniques and multi-agent systems.

May 2024 - Aug. 2024

Research Intern

National Center for Toxicological Research, Food and Drug Administration
  • Developed a random forest machine learning model using Python and scikit-learn to predict human sex hormone-binding globulin (hSHBG) binding affinity with chemicals, achieving a model accuracy of over 90%.
  • Curated chemicals from literature and the ChEMBL database and computed their molecular descriptors.
  • Used pandas to preprocess binding affinity data and extract features from over 700 molecular descriptors.
  • Conducted cross-validated grid searches for hyperparameter tuning to optimize model performance.
  • Visualized model performance and optimization results using Matplotlib, enabling clear communication of results and insights to other research scientists.

July 2023 - May 2024

Math Tutor

Central Arkansas Library System
  • Delivered personalized, one-on-one tutoring sessions for high school students in algebra and geometry through the grant-funded Count Up program.

/ projects

Spotify AI Playlist Generator

Python

Flask

HTML/CSS

JavaScript

Spotify API

LLM

A web application that creates personalized Spotify playlists from natural language prompts directly in the user's own acccount.

Seashell

C

Unix

A custom Unix shell built in C, supporting command execution, input/output redirection, and built-in commands.

/ fun

Violin and

Traveling

  • Yosemite National Park
  • Rocky Mountain National Park
  • Arches National Park
  • Sequoia National Park

...and more!

Weightlifting