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Research Projects Summer 2025

Researcher

This summer, PVNet interns designed and built real solutions—spanning AI, biology, aerospace, accessibility, and career planning. Explore each project below.

🚴‍♂️ AI E-Bike Detection System

On-device vision system (Jetson Orin Nano) that detects riders (bikes/e-bikes/scooters/skateboards) in restricted areas and sends real-time SMS/email alerts.
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🌿 Plant Communication

Experiments probing whether plants “signal” stress via chemicals, roots, or electrical impulses; interns design protocols and analyze biosignals.
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🌕 Lunar Lander

R&D toward a standardized, modular lunar landing hardware system; interns explore universal interfaces and risk-reduction concepts.
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🐕 Dog Sensor for Issues

Wearable + ML workflow to flag gait abnormalities for earlier veterinary insight; summer team built and field-tested a prototype.

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🤟 ASL Hand Gestures

Gesture-recognition pipeline (vision + classification) for basic ASL signs.

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🧭 Plan Your Career

Career-planning resources and AI pathway guidance to help students map resilient futures. 

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More PVNet Research & Internships

If you’re interested in projects like these, join our Exploratory Internship to create your own.

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