Jimmy P. Le

I'm Jimmy P. Le. I'm a PhD student in Computer Science at Virginia Commonwealth University, where I work in the Natural Language Processing Lab under Dr. Bridget McInnes. My current research focuses on triple filtration in GraphRAG for explainable biomedical question answering, integrating Literature-Based Discovery strategies into retrieval pipelines over UMLS-derived knowledge graphs.

Outside of research, I work as a Network Operations Center analyst at VCU Infrastructure Services. Before VCU, I held an IT Team Lead role at Wichita State University.

I'm currently exploring software, ML, and NLP engineering roles — ideally in or near the DC / Northern Virginia area. If you're hiring or want to talk about biomedical NLP, GraphRAG, or retrieval failure modes, I'd love to hear from you.

Currently

  • Running ablation experiments on the LBD-GraphRAG project across multiple retrieval conditions
  • Building a Biomedical NLP API portfolio project with FastAPI and Hugging Face Transformers
  • Working through NeetCode 150 for technical interviews

Featured Projects

  • Biomedical NLP API

    Active

    A FastAPI service exposing Hugging Face Transformers models for biomedical NLP tasks including NER, relation extraction, and clinical text classification.

    Tech Python, FastAPI, Hugging Face, Transformers, Docker

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Featured Publications

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