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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.
Multi-step Perception-Decision-Action OpenCV loop for industrial wafer & PCB surface defect inspection.
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.
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.
Ramble out loud about what you noticed outside. Groundwork turns it into a field dataset, a kinder day plan, and a workbook of citizen science missions and hackathon briefs you can act on.
A murder-mystery party game for Fire TV where one of your friends is secretly helping the killer. Question AI suspects out loud from your phone and catch them both.
Handoff closes the last ten feet between delivery drop-off and front-desk custody using Ring Doorbell Pro, dwell countdowns, and cryptographically verified SHA-256 legal evidence dossiers.
Alexa+ transforms voice interactions into autonomous, task-solving AI workflows that anticipate user needs, automate complex daily routines, and integrate seamlessly across IoT devices.
Generate the art as a paper doll - parts drawn separated and completem then let an agent run a perception-decision-action loop, assembles and renders the rig.
Stocked turns the Ring camera at a community fridge into a live fill gauge, so neighbors know there’s food before they walk over and volunteers know when to restock.
A hands-free clinical genomics wet-lab QC assistant for Alexa+ and a standalone Apache-2.0 MCP workflow durability library backed by SQLite WAL, DynamoDB, and AWS Step Functions Standard.
Waitless is an MCP-compatible AI phone agent that navigates IVRs, waits on hold, and coordinates secure human handoffs—saving users time while keeping consequential decisions under their control.
The inspector that lives in your house. An Alexa+ MCP server that learns your home from data-plate photos, checks insurability, triages breakdowns, and asks before it buys.