Built a computer vision pipeline with PyTorch to automatically track animal behavior in
pharmaceutical trials, reducing manual video review time by 85%.
Developed ML models to analyze cellular images and predict drug toxicity, helping researchers
catch safety issues earlier in the pipeline.
Research Assistant
George Mason University
Fairfax, VA
September 2024 – Present
Built a 360° video capture system that syncs multiple cameras for real-time 3D reconstruction.
Working on a federated learning system for biometric authentication across 50,000+ users that
trains models without collecting user data.
Building a testbed to compare MoQ protocol performance against WebRTC and DASH for video
streaming.
Software Engineer
Purgeon
Remote
September 2024 – May 2025
Built a desktop file management app with Svelte, Tauri, and Python that handles 10,000+ files.
Added ML-based file classification with 80% accuracy to automatically sort files into categories.
Computer Science Tutor
PassCS
Fairfax, VA
September 2023 – Present
Tutored 15+ students in Python, Java, and C, helping them pass their intro CS courses.
Undergraduate Teaching Assistant
College of Engineering and Computing
Fairfax, VA
January 2023 – January 2025
Held office hours and reviewed code for 600+ students in C, Java, and Python over 5 semesters.
Ran 20+ exam review sessions on data structures and algorithms.