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Build,shape&ship
Seniors living alone in SG will hit ~122,000 by 2030. SilverWatch maps isolation risk block by block and tells outreach teams exactly where the next AAC or befriending route reaches the most seniors.
OpenCV year-over-year blade revisit: find the same site across unlabeled DTU 2017/2018 flights, show overlays, and refuse weak matches—no fake severity grades.
“EchoMind AI – Your intelligent, context-aware companion that listens, understands, remembers, and helps you make smarter decisions every day.”
From alarm floods to evidence-driven industrial incident recovery.
More than eyes. More than a voice. AURA is an AI companion for visually impaired and elderly people that understands surroundings, guides them, and sends SOS when help is needed.
A marketplace where AI agents earn and spend money on PayPal sandbox rails: escrowed bounties, a judge, and wallets run by plain-English owner mandates.
PromisePay is an AI-powered trust and payment platform for freelancers and clients.AI proposes and verifies. Humans approve. PayPal handles payment.
PRANA — From Ambulance to Action.
Alexa+ voice advisor for farmers: ask in English or Hindi whether to sell your crop now or wait, using an ML price forecast, shelf life and rain outlook.
CampusFix AI – From Complaint to Campus Care an intelligent campus infrastructure management platform designed to close the gap between identifying a campus problems
FitForge AI is an agentic AI system that learns from personal data to adapt workouts, nutrition, recovery, and goals using machine learning and personalized insights.
An Alexa+ voice companion that keeps isolated older people connected to their family, gets to know them over time, and gets help fast when something's wrong.
This app combines Macro, Whale, and Sentiment AI agents with RSI and ATR technicals. An XGBoost model analyzes it all to spot high-probability crypto breakouts before the crowd moves.
Human-approved autonomy for Alexa+ agents: act automatically within previously approved boundaries, but never expand authority on their own.
An Alexa+ style agent that diagnoses document-processing failures, drafts a policy-cited plan, and executes only after a human approves — a self-hosted MCP server with a real MCP client console.
SpecterRed X simulates cyber threats with AI-driven Red and Blue agents, tests defenses, and replays scenarios to compare security controls and improve cyber resilience.
Find the fallback behind a claimed live AI feature.
Turn dashcam footage into auditable road surveys and human-reviewed repair decisions.
Turn a business catalogue into a WhatsApp AI customer agent. Answer product questions with Amazon Bedrock, AWS End User Messaging Social, and Amazon SES email follow-up.
Finds carbon projects listed in two registries that both issued credits for the same vintage, checks the matches with a local open model, and shows a contract that refuses the second issuance.
An AI assistant that helps users complete appliance-repair bookings through conversation, remembers unfinished requests, and adapts when their plans change.
Research platform: self-improving AI agent that solves engineering problems via baseline + critic architecture. FastAPI, React, DeepSeek, Gemini.
