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Remember BIG MOON? It's back and better than ever! Now with AI (built with Gemini)
AutoScope turns a smartphone and a standard microscope into an adaptive malaria screening tool. It counts parasites automatically and adjusts how much of a slide to read based on the evidence.
Learn any career by actually working it. Build a company, explore a 3D office, and team up with AI coworkers who assign real tasks, coach you, and give feedback as you improve.
VerRes is a pre-submission integrity check for researchcitation, tests every claim against its source, maps how the argument holds together, runs an AI peer-review panel and catches hidden prompts.
Find the gaps in a bird-safe window treatment before the job is signed off.
we building
A quiet place to say what you haven't said yet, and a gentle way to get your own words to the person they're for, at their hour, in the app they already use.
work in progress
An intelligent study workspace leveraging OpenCV and AWS to analyze focus, enhance student engagement, and provide interactive real-time visual learning assistance.
Closed-loop OpenCV 5.0 visual inspection agent (+134% confidence gain) & 1.42x faster AWS Graviton4 Arm64 KleidiCV COOL pipeline.
Self-Optimizing OpenCV 5 + AWS Graviton4 COOL (KleidiCV/SVE2) Agentic Inspector: 0.9899 F1 (+185% vs static baseline) at 103.6 FPS & 65.9% lower cloud cost.
A camera becomes a vibration sensor. HumSight uses OpenCV 5 and agentic vision to separate machine faults from camera shake, investigate suspicious motion, and explain when evidence is inconclusive.
See the planet. Understand its air. Personalize your health impact. Take citizen action all on a 3D environmental intelligence globe.
A Nova Sonic voice agent on the clinic line at any hour. Ask it anything, book an appointment, move it, cancel it, or get the address and directions all in one natural conversation.
OpenCV 5 spots a person who may have fallen; an agent decides what to look at next; a human makes every call.
An OpenCV 5 agent that finds trip and slip hazards, checks its own evidence, and asks a person before raising an alert.
Your AI Front Desk, Always Open.
An OpenCV 5 agent that inspects workstation photos, corrects and re-inspects what it doubts, and escalates to a human instead of guessing — every verdict ships with evidence and a full decision trace.
Agentic construction-site safety monitoring with OpenCV 5
Every garbage truck is a pothole inspector
A voice-first AI companion that helps older adults detect scams, avoid medication mistakes, make safer payments, and stay connected with family through consent-driven actions and safety rules.
A voice-first home repair friend in Alexa+: safety first, manual-grounded steps, any language, clean handoffs when DIY isn’t safe.
Talk · Recover · Reply · Show. The family TV makes sure nobody at the table is left out.
