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AI that learns with the tools every robotics programmer knows: PID, LQR and GVF drive a VEX robot, a residual network refines them, and NVIDIA Nemotron on Nebius plans the match.
Predict industrial collisions before they happen. SENTINEL ZERO uses OpenCV 5, multi-camera spatial tracking, and uncertainty-aware risk forecasting to visualize hazards in a simulated workcell.
E.D.I.T.H. Pro — Not just an AI, your personal intelligent assistant that listens, learns, thinks, and acts, with proactive voice-powered assistance and contextual memory.
Devirt is a binary devirtualization and reverse engineering service for security researchers and malware analysts. It turns protected code into readable logic.
A privacy-first local AI agent on UGREEN AI NAS that maps code-to-concept dependencies and detects missing prerequisite knowledge across study notes.
Point at your screen. Tell your AI what to change. Keep the pictures, notes and conversation together, even when your request changes.
StopMate: a phone-free bus stop device. Press a button or say "Hey StopMate" - it speaks the stop and next arrivals aloud. On-device voice AI, no app or login needed. Built for riders who need it most
Autonomous Socratic algorithmic reasoning engine & interactive visual memory stepper powered by NVIDIA Nemotron 120B on Nebius Token Factory.
High-throughput orbital propagation with symbolic correction through a grounded Keplerian Physics-Informed Neural Network.
Every incoming shipment to a habitat goes through a small intake station (ESP32 + sensors) before the crew uses it.
Smartwatch for your eyes: for safety, health, and community.
The AI voice agent that help you reserve your car.
RollWatch supports SIDS prevention by detecting sleep position risks, alerting caregivers to prevent suffocation when babies roll onto their front.
Modular Robotic Arms are currently highly INACCESSIBLE and EXPENSIVE ($ in the thousands!). We'll make modular arms that are cheap/accessible, so disadvantaged students can get involved in robotics.
A safety device that warns workers before they get too close to a machine, drops a barrier arm, and logs every near-miss to a live phone dashboard.
Detects lightning, sounds the alarm, and tells everyone nearby when it’s safe to return. Cheap and no internet required.
RideAware is a universal smart safety attachment for bikes and scooters, featuring brake lights, turn signals, and rear-distance monitoring to improve rider visibility and awareness on the road.
Our team of two is making a piano visualizer website connecting to a 3D printed portable 12-key piano via Bluetooth (7 lower and 5 upper keys) which can fit in backpack for piano lovers.
1 in 4 adults will have a stroke. Recovery shouldn’t happen alone. Steady brings AI, wearable sensors and your people together, one word and one step at a time.
Save the Kemp's Ridley turtles with this interactive tamagotchi-based game that uses real-world sensors!
An AI-powered smart walker that uses LiDAR, depth sensing, and autonomous navigation to help visually impaired individuals move through unfamiliar environments with greater confidence and independence
CircuitGuard combines AI and simulations to help beginners detect circuit issues, measure electrical values, and test corrections before building, making electronics safer and easier to learn.
ScheduMana is an AI-powered task manager using facial recognition to load tasks from Google Sheets. Users select tasks on a physical device to get AI-generated time estimates and three helpful tips.
An AI agent that listens to a machine's vibrations, runs its own speed tests to diagnose the fault, keeps production running safely around operator deadlines, and verifies the technician's repair.
