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Machine Learning & Perception

Autonomous Drone Threat Tracking

A drone system for campus mapping, autonomous search, and person tracking, tested in FAA-compliant airspace.

Drone tracking a person on the ground with a bounding-box overlay

A drone system that handles environmental mapping, autonomous search missions, and person tracking, tested in a restricted zone.

It identified staged subjects within seconds with detection within ~9% of predictions. I also documented the honest failure modes — lock loss in wind, target switching in crowds — because knowing where it breaks matters as much as when it works.

Contact

Let’s build something precise.

Open to internships and research collaborations across precision hardware, mechatronics, and applied ML. Email is the fastest way to reach me.