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A battery-camera brain that sleeps until something moves: 98 to 99% of neural-network runs skipped on real scenes, measured on two Arm microcontrollers. No cloud, no video leaves it.
Transform photos and raw 3D mesh scans into fully editable, parametric CAD feature trees with sketch-and-extrude history and high volumetric accuracy.
Misleading cancer tests waste time, funding and animal studies. TriboGuard catches design flaws early. Free and browser-based, it helps labs show that small budgets and bold ideas can create miracles.
Grip-strength rehab you can actually see. Muscle sensors turn every squeeze into live feedback, so patients know they are improving and clinicians know it is real.
Dextera is a low-cost, 3D-printed myoelectric hand with swappable fingers, simple repairs, custom designs and app-controlled grips. It grows with the user. Built for life. Disability? No, NEW ABILITY!
FiDo is an AI-powered tool that turns raw ESP32 crash logs into root-cause diagnoses with code fixes in seconds — using a 6-stage pipeline with grounded knowledge and embedded safety validation.
Care without cameras. A low-cost mmWave radar reads an older relative's heart and breathing rate from across the room and sends it to your phone. No wearables, no filming, no contact.
AI-native patient intake and clinical triage for emergency departments — multilingual voice intake and explainable ESI, on Amazon DynamoDB, deployed on Vercel.
MicroBeat turns Portuguese-speaking anthems and giant buttons into a low-cost, open-source rhythm game that rehabilitates body and mind, engineering that treats health, human and accessible.
AI-powered emergency evacuation — intelligent, real-time, and radically inclusive. Built for the 300 hotel guests who get handed a paper map when the fire alarm goes off.
Arbiter sorts recycling from trash at the bin. Pi Camera + MobileNetV3 + servo lever. Locked domain for consistent captures. 97% waste precision, 86% recall on Pi-captured holdout.
An AI-powered Raspberry Pi subway accessibility device that turns garbled announcements into clear, understandable text and translations for all riders, including non-English speakers, in real time.
AI agents that see floods through monsoon clouds. Satellite radar + Google Earth Engine + Gemini detect flooding, predict its spread, and auto-alert Pakistani citizens and authorities in real time.
Imagine you want to test a new set of wings? Would it fly as the laws of physics intended? That is what our project intends to solve. That way you don't have to loose money before hand while testing.
Assist is a five-degree-of-freedom robotic desk assistant designed to help people with physical disabilities interact with everyday objects. Users simply tell an agent what they need.
Deep learning forecasting models + agentic anomaly tracing. Can be combined with 311 complaints and POI data for interpretability.
A Next.js Edge dashboard for smart switchboards, communicating with ESP32-S3 devices over Web Bluetooth GATT and routing voice intent queries through Cloudflare Workers to NVIDIA NIM LLMs.
The machine hears itself and proves the response worked.
Operon — Autonomous Reliability Operations for Industrial Systems.
A search and rescue drone that gets GPS-free indoor positioning from exterior drones broadcasting UWB signals, plus mmWave radar to detect breathing and heartbeat through walls.
By incorporating AI based safety monitoring in crushing plants, the machines will not run if anyone is present nearby without safety equipment
BiteBud is the world's first smart teether that tracks chewing patterns and baby teething. It uses AI to analyze the baby's chewing patterns, and gives parents insight to their baby's oral health.
Mosaic Edge turns conflicting, multilingual disaster reports into transparent, prioritized intelligence that works offline, exposes uncertainty, and syncs when connectivity returns.
Pause well, live better.
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