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One click on a green node connects critical ICU patients to live donors in seconds. Life Plus is an emergency blood-matching engine turning nearby donors into instant lifesavers in real time.
4 in 5 first-generation students do not network in their field. CoffeeChatBot helps them find who in their network can help them land the job they want and what to say when they reach out.
CircuitGuard combines AI and simulations to help beginners detect circuit issues, measure electrical values, and test corrections before building, making electronics safer and easier to learn.
Anyone who has helped a parent with their computer over a call knows the struggle: “No, the other blue button, top left.” They can’t see what we mean, and we can’t point. Ollie solves this issue!
A browser-native kinetic stress auditor using Monte Carlo simulations to detect and auto-heal UI misclick hazards caused by human motor variability.
A fish atlas and catch tracker for every angler.
A wet bulb globe temperature heat safety decision game for outdoor practice schedules
Schemata merges messy lab spreadsheets into one clean dataset, catches unit mix-ups, gives you the script that did it, and re-runs only what changed when new data arrives.
Understand the scan before you buy. Keep the reasoning, including buying nothing.
Snap a supplier receipt and AI turns it into a clean, editable ledger entry, with stock batches, expiry alerts and sales history for small shops in Zambia.
make posters from phonetic sounds!
SecureMailScope turns email PCAP files into AI-powered TLS security audits in under a minute, flagging weak ciphers and misconfigurations with tamper-proof evidence.
Turn Twitch chat into a multilingual live quiz with automatic scoring and an OBS-ready show.
Before paying $20k+ for a festival booth, simulate how it performs. CrowdTwin chains Apify, Factory Droid, Claude & Rust/SpacetimeDB to optimize vendor sales and underwrite event turnout risk.
A taste-aware AI planner turns a campus fest lineup into vendor deposit obligations and settles them through PayPal — strict priority, a deposit cap, human approval, and an auditable ledger.
An AI accounts-receivable desk for a Grand Prix team. It applies cash, chases sponsors and catches billing errors, and it can't approve its own work. 98% on 100 unseen companies; a rules bot gets 18%.
An inspection agent for concrete on site. OpenCV 5 finds and measures cracks, the agent decides clear, reshoot, file or escalate, an engineer approves. On AWS Graviton with COOL.
Your desk. Your surgical training ground.
Humanized rehabilitation website.
A 2000s messenger that checks a payment before it moves. The AI can warn or refuse. Only a separate policy can say yes.
Defending citizens from Digital Arrest and phone scams. Real-time, privacy-first Indic AI that warns before you transfer money, share an OTP, click an unknown link or get scammed in any other way.
One person rides a real board. Everyone else throws snowballs from their phones.
The planet's health check, sealed on-chain: real open data + AI verify climate claims across all 4 ClimateChain tracks, in 13 languages.
A Tamagotchi for the Y2K bug. It learns words from you, grows up, and glitches if you forget about it.
