Research

I am interested in machine learning for scientific and educational data, especially NLP, applied ML, and software pipelines that make research workflows easier to use.

Interests

Projects

NLP for Course Evaluation Analysis

Undergraduate research, CSUMB

Building an NLP pipeline for course evaluation feedback. The project focuses on summarization, sentiment analysis, and ways to compare model outputs across different evaluation formats.

NLP poster

PAT: Pangenome Annotation Toolkit

Pangenome annotation workflows

Working on tooling for transferring and organizing annotations in pangenome graph data.

Poster image