CV
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Contact Information
| Name | Heather Broome |
| Professional Title | PhD Student in Computer Science |
| 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
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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.
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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.
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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.
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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
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2024 - 2029 Champaign, IL
Doctor of Philosophy
University of Illinois Urbana-Champaign
Computer Science
- Advised by Dr. H Chad Lane.
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2020 - 2024 Hattiesburg, MS
Bachelor of Science
University of Southern Mississippi
Computer Science
- Summa Cum Laude, Honors College
Publications
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2024 Adversarial Attack Optimization and Evaluation for Machine Learning-based Dark Web Traffic Analysis
33rd International Conference on Software Engineering and Data Engineering (SEDE)
Pages 3–13. DOI: 10.1007/978-3-031-75201-8_1
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2022 SMS Malware Detection: A Machine Learning Approach
2022 International Conference on Computational Science and Computational Intelligence (CSCI)
Pages 937–942. DOI: 10.1109/CSCI58124.2022.00167
Awards
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2026 AIVO AI4Ed Summer Fellowship
AIVO Institute
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2025 Fiddler Innovation Graduate Student Fellowship Award
University of Illinois Urbana-Champaign
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2022 Honors College Discovery Scholar Research Grant
University of Southern Mississippi
Skills
Programming: Python, C++, SQL
ML / Data: PyTorch, TensorFlow, scikit-learn, pandas, HuggingFace