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GlitchHunterAn OpenCV 5 agent that finds 3D, physics and rendering bugs in game builds, bisects each one to the commit that caused it, verifies a fix, and asks a human before filing.
VeriFlow AI uses NVIDIA Nemotron and five AI agents to research claims, verify source evidence, and deliver transparent, explainable, citation-backed fact-checking assessments.
AI-powered traffic coordination with smart signals, vehicle tracking, ambulance prioritization, and GitLab-driven automated testing, security, and deployment.
A voice-first money coach for first-time borrowers, built as an Alexa+ add-on. It shows what a loan really costs, checks if you can afford it, and tracks repayments across conversations.
Muni hears the promises you make in passing, tracks each one, and closes it only when real proof arrives from Ring, Fire TV or you. It nudges you early and asks before it acts.
A voice-first life-admin assistant via Streamable HTTP MCP with AWS Lambda and DynamoDB. Never miss a warranty, renewal, or deadline again.
Sayable measures MCP server voice-readiness with protocol checks, configurable heuristics, and a voice-first reference server featuring safer destructive actions.
A self-hosted MCP gateway that pauses an agent's purchases and transfers until a separately registered contact approves the exact request, outside the poisoned conversation.
ClawBack reads your bank, your email and your Google Maps Timeline, finds money you're wasting or are owed, and writes the cancellation or the claim. You make the final click.
An AI tutor that identifies knowledge gaps, creates personalized learning paths, generates quizzes, analyzes mistakes, and adjusts difficulty using learner-performance data.
AI maps flood damage and cut-off villages from free satellite data; anyone can re-run it to verify, and a smart contract pays relief only once the report is confirmed on-chain.
An autonomous AI watchdog that monitors PayPal spending, enforces natural language rules, and detects anomalies in real time.
AURA turns words into actions. Powered by Amazon Bedrock & MCP Streamable HTTP, it plans, manages tasks, and executes operations with a transparent web dashboard.
Farmaxpert uses OpenCV-powered AI to detect crop diseases, monitor field conditions, and provide smart risk alerts and actionable farming guidance, even in low-connectivity rural areas.
VibeTrip is an AI-powered travel planner that uses Qloo's taste intelligence to create personalized itineraries based on your interests in music, movies, food, and culture.
Where Failures Meet Their Cause
Monitor titanium printing quality with frozen control charts, strength capability analysis, and build records.
ResQAI transforms emergency reports into AI-powered rescue insights and a live response map, helping rescue teams prioritize emergencies and coordinate faster when every second matters.
Audited badminton win probabilities a coach can explain: any BWF fixture, why the model leans, a live update after game 1, draw odds and six findings from 10,852 unseen matches.
Proof of delivery, for people selling from home. A Ring camera confirms the item was collected, and the app never stores a face.
A voice-first scam safety assistant that detects suspicious messages, explains fraud risks, and guides users through emergencies with bilingual support and an Alexa+-inspired experience.
SentinelAI: An AI-powered assistive accessibility and automation suite enabling seamless, hands-free system navigation and desktop control.
RamanReach turns complex Raman spectroscopy data into clear, accessible insights helping researchers explore molecular patterns and bringing scientific analysis closer to community health applications
Autonomous regulatory compliance and credit risk modeling pipeline leveraging GitLab Duo Agentic AI for root-cause analysis and automated schema remediation, deployed on Google Cloud Run.
