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RAYBOT is an AI-powered autonomous aquatic robot that maps water quality, detects anomalies, predicts contamination risks, and alerts communities using onboard edge AI, GPS and smart sensing.
Originally created as a simple side project during a hackathon to test APIs, it grew into one of the most widely used API development and testing platforms in the world.
An agent that tunes LLM quantization layer-by-layer to your Arm device — and, along the way, measured exactly what Arm's missing K-quant kernel costs.
AI is powerful, but human-AI interaction is still limited to typing or audio. MurMur is a silent wearable that recognizes subtle jaw gestures using IMUs and translates them into actions for AI agents.
ensemble phones into an orchestra
Pomme is a low-cost autonomous fruit-picking rover with a robotic arm, camera, and LiDAR. It maps changing orchards with SLAM, tracks fruit in 3D, avoids obstacles, and replans each pick in real time.
See it. Check it. Assemble it right.
coSphere turns hazard classification into rover action
A fully offline Igbo speech-to-text tool on a mid-range Android phone. No cloud, no server. It runs on a Snapdragon 678 and is CPU-only.
An on-device AI Application that translates visual textures into haptic and audio feedback.
Travel with a local AI guide that works even when the internet doesn’t.
Roost is a budgeting app that tracks receipts, manages spending, and gamifies saving by feeding a virtual dragon when users make smart financial decisions.
A photographer in your shutter button: on-device Gemma 4 reads the scene, picks the look, and gives you the shot you were meant to take.
On-device emergency AI. Speak or point your camera and Gemma 4 guides you offline. Nearby phones will be auto-alerted via emergency broadcast via Bluetooth mesh. No signal needed. Ever.
Your phone is now your personal trainer. FitForm gives real-time form coaching for your workouts and sports — fully offline, powered by AI running live on your device.
A research platform for water-filter scientists. A genetic algorithm proposes molecular lattices -> quantum chemistry on IBM Quantum hardware scores them. From sample to filter blueprint.
City-owned bicycles + Arduino + Sensors. Scanning the streets for garbage in high heat/humidity areas to provide government entities with information on how to prioritise garbage removal.
Blind workouts are over: no feedback, one bad rep from injury. Pur-Form is a smart mirror w/wearables & edge AI that watches your form, counts reps, instant alerts, & accurate data. All with low cost.
A local AI surveillance system that uses edge AI and Computer Vision. Uses fine tuned ML models that reached an accuracy of 93%. Uses confidence scoring with multi-modal fusion for fall detection.
Aura is a VR-glasses AI assistant that uses vision+audio to identify people, summarize scenes, and build visual memory so you can ask context-aware questions later, in real time.
We created a skin cancer classifier that takes an image from any part of the body, classifies it, and then outputs an interactive LLM with a diagnosis, next steps, etc.
Every second after a disaster costs lives. CIPHER gives rescuers the information they never had.
ScriptAR helps you write it right like a native speaker. Script AR is for language learners tackling non-Latin alphabets, turning unfamiliar characters into muscle memory.
A communication tool that translates spoken language into visual and spatial cues, helping individuals with vision impairments better understand sound and making communication systems more accessible.
