Thomas Pham
AI Agent Intern @NeuralSeek | Ex SWE Intern @ASRCFederal | CS at Old Dominion University
- Role
- Dod Vigor Research Assistant at Viceroy Scholars
- Location
- Chesapeake, VA, US
- LinkedIn followers
- 500 followers
About Thomas Pham
Passionate Computer Science student at Old Dominion University with a unique blend of…
Experience
Dod Vigor Research Assistant
May 2025 — Present
Conducted adversarial machine learning research on cross-view geo-localization systems under DoD funding, investigating vulnerabilities in state-of-the-art TransGeo frameworks using the VIGOR dataset to identify potential security threats in military navigation systems. • Engineered physical adversarial patch generation pipeline in PyTorch, implementing FGSM and PGD attack algorithms to systematically mislead geo-localization models, achieving measurable degradation in Recall@k performance metrics. • Performed error analysis using t-SNE embedding visualization and quantitative logging to identify failure modes in occlusions, seasonal changes, and low-texture environments; contributing to understanding AI system vulnerabilities. • Developed optimization algorithms for patch placement using object segmentation techniques on buildings and vehicles, formulating loss functions that encourage cross-city mislocalization.
Education
Old Dominion University
Bachelor of Science - BS, Computer Science
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