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Hear a real recording change for 20 seconds, then trace both sound files to the exact GitLab commit and passing CI jobs.
An agentic Alexa+ experience that makes sure elderly parents never miss their medications: it reminds, confirms by voice, escalates to caregivers, and reports adherence.
A GitLab Duo flow that asks what an issue means before it writes code, then ships to Google Cloud with no person approving or merging its merge requests.
A wearable ESP32 camera and mobile companion that turns local object detection into concise, privacy-conscious spatial alerts—an extra pair of eyes for awareness on the move.
A Ring camera watches the fridge door; Amazon Bedrock Nova logs what goes in and out, so Alexa+, your phone and your TV always know if you have soda.
Explore what you love. Plan what to try next. A living city grounded in Qloo’s taste graph.
Find what works in one neighbourhood, and where it works next. Twin matches places across cities on Qloo taste data and writes the decision: where to open, expand, move or tour.
A webcam coach for shoulder and arm rehab at home. Your laptop camera and OpenCV 5 check every rep, and the coach gives short cues that stay inside your therapist's plan.
An adaptive AI-powered interface that turns subtle muscle contractions into digital commands, enabling personalized control for people with limited mobility.
A computational flood-evacuation simulator for modeling people, infrastructure, emergency resources, and policy tradeoffs in a synthetic city.
Geo-Rescue-Bot 2.0 — An AI-powered disaster response system that predicts flood risks, identifies affected areas, and optimizes rescue routes to save lives.
A Fire TV that tells you what's on screen, in the gaps between the dialogue. AI-enhanced viewing for anyone who looks away, built first for blind and low-vision viewers.
Alexa+ can act now. Hearth makes that safe for a family caring for a parent: it stops a second blood thinner, carries the carer's handover to the family, and keeps an honest record.
Plans your evening from your taste, not from what's popular.
A hands-free Alexa assistant for ICU and emergency doctors. Ask about any patient and get answers in seconds, and GRUS never says a number it can't trace to the record.
An AI-powered clinical decision-support prototype predicting pediatric febrile seizure risks in real-time.
Dinner Decider is an Alexa+ voice agent that knows your pantry, family tastes and allergies. Ask “What’s for dinner?” and get a safe meal plus an auto-built grocery list, powered by Bedrock Nova.
Ambient Physical AI hub using NVIDIA Nemotron-70B on Nebius Token Factory & FastMCP to coordinate smart-home hardware for disaster evacuation.
Agents review, secure, and validate a change to a real REST API on their own, then hand you one informed decision: a deploy risk score and a rollback plan. You approve once. It ships.
ZeroBeacon makes the right call the only callable call: 1,052 endpoints (1,003 callable over MCP), collision-anchored so an Alexa+ agent can never check out the wrong cart, size, or color.
Molly turns a big merge request into one connected change, then carries it safely to production on GitLab
A calibrated decision gate for GitLab Duo agents: it reads what the agent reads, checks the agent's claims against CI evidence, and stops it with a receipt before a person is asked.
**QSP – A simple, fast, and secure QR code payment solution that makes digital payments easier for everyone, without the need for a POS machine.**
Hands-on AWS reference architectures covering VPC networking, load balancing, static website delivery, and serverless APIs.
