CV

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Contact Information

Name Heather Broome
Professional Title PhD Student in Computer Science
Email hbroome@illinois.edu
Phone (601) 606-0271
Website www.heatherbroome.com

Professional Summary

PhD student in Computer Science at the University of Illinois Urbana-Champaign, advised by Dr. H Chad Lane. Research focuses on AI for education and interpretability.

Experience

  • 2024 - present

    Champaign, IL

    Graduate Researcher
    INVITE Institute, University of Illinois Urbana-Champaign
    Advised by Dr. H Chad Lane.
    • Leading the development of an AI teaching assistant that helps teachers explore classroom data through conversation.
    • Selected for the AIVO AI4Ed Summer Fellowship Program 2026, a Google.org-funded cross-institute AI in Education research initiative.
  • 2024 - 2025

    Champaign, IL

    Graduate Mentor and Researcher
    National Center for Supercomputing Applications (NCSA)
    Advised by Dr. Volodymyr Kindratenko.
    • Mentored undergraduates on ML research projects (REU FoDOMMaT).
    • Taught a PyTorch-focused deep learning bootcamp covering model training, evaluation, and ethics.
    • Developed an LLM-based safety classification system to detect unsafe prompts on UIUC.chat, a tutoring platform serving UIUC students.
  • 2023 - 2023

    Champaign, IL

    Undergraduate Researcher (REU FoDOMMaT)
    National Center for Supercomputing Applications (NCSA)
    Advised by Dr. Chenhui Shao and Dr. Seid Koric.
    • Adapted pretrained image classification models for real-time quality prediction in ultrasonic welding.
  • 2022 - 2024

    Hattiesburg, MS

    Undergraduate Researcher
    Cyber Innovations Lab, University of Southern Mississippi
    Advised by Dr. Nick Rahimi.
    • Published two papers on ML-based cybersecurity, focusing on SMS malware classification and adversarial attack detection in darknet traffic.
    • Completed undergraduate thesis developing and fine-tuning an LSTM on historical text, investigating preprocessing methods that reduced training time while maintaining output quality.

Education

  • 2024 - 2029

    Champaign, IL

    Doctor of Philosophy
    University of Illinois Urbana-Champaign
    Computer Science
    • Advised by Dr. H Chad Lane.
  • 2020 - 2024

    Hattiesburg, MS

    Bachelor of Science
    University of Southern Mississippi
    Computer Science
    • Summa Cum Laude, Honors College

Publications

Awards

  • 2026
    AIVO AI4Ed Summer Fellowship
    AIVO Institute
  • 2025
    Fiddler Innovation Graduate Student Fellowship Award
    University of Illinois Urbana-Champaign
  • 2022
    Honors College Discovery Scholar Research Grant
    University of Southern Mississippi

Skills

Programming: Python, C++, SQL
ML / Data: PyTorch, TensorFlow, scikit-learn, pandas, HuggingFace