cv

Bachelor

Southen Methodist University

Computer Science, Mathematics, Data Science

Personality LLM Research

Using PyTorch and Transformer to fine-tune a custom LLM to predict Big-Five Personality Traits. Involved in preprocessing real-life interview data and fine-tuning BERT and Llama models.

• Extracted fine-tuned roBERTa embeddings for Recurrent Neural Networks training.
• Ran batch jobs on HPC and managed complex data structures using Ubuntu Linux commands.

Individual Research - Recommender Systems

Conducting research as part of the Robert Mayer Undergraduate Research Fellowship Program, building a recommendation system using Set-Cover Algorithms to improve university curriculum advising.

• Built a relational database with web-scraped data.
• Developed a system for retrieving accurate course recommendations based on student history.

Governor's Champion Summer Camp

Taught a course for high school students on AI and machine learning, covering topics such as intelligent agents, data preprocessing, and algorithms.

• Developed the curriculum and coordinated with colleagues to deliver engaging hands-on projects.

RAG Application Full Stack Development

Developed a medical transcript summarization tool using LangChain and Python. Hosted a vector database to enhance LLM-based medical diagnosis using GPT-4.

• Increased medical diagnosis efficiency by streamlining review of patient histories.