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chat bot specified with RAG
Education (and the internet) roadmpapped
OCR for kids
AI-powered transparency and accountability platform that monitors orphanage environments for violence, emotional distress, and safety violations to protect vulnerable children in real-time.
RedInk: real-time AI fact-checking Chrome extension
Clicky — Turning Online Safety into a Fun Adventure for Every Child.
GuardianAI protects children online by detecting harmful content, checking their well-being, and turning screenshots and suspicious messages into AI-powered safety guidance.
Support and safety for children facing online grooming and blackmail, with early warning signs while a chat is still happening and a path to real people.
Ask a spreadsheet a question the way you would ask Alexa — self-hosted MCP, grounded facts, no partner preview required.
For doctors.
Revolutionary skincare diagnostics for melanin-rich skin using YouCam API
FrameProof: the QC inspector AI video never had. It watches every generated clip, proves its findings with quoted evidence, and escalates what a machine must not judge alone.
Autonomous smart home operations agent for Alexa+ powered by AWS Bedrock, DynamoDB & EventBridge to predictively optimize energy, climate, and perimeter security.
Every pet deserves its own story... for You to remember.
A sovereign AI workflow that uses Apertus for document understanding, then independently checks whether the result can safely proceed, needs human review, or must be blocked.
A voice-first study assistant for Alexa+, built as an MCP server. Add deadlines, plan focus sessions, save flashcards and get quizzed, all by talking, with short answers made to be spoken aloud.
A lightweight, AI-driven agent designed to automatically parse, clean, and extract actionable insights from raw CSV datasets.
A sensor-driven wearable sleeve exploring how responsive haptic feedback could support people living with hand tremors.
Learning management system
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Evidence-driven used-product price analysis powered by real market data.
A zero-dependency, ultra-fast alternative to class-transformer using JIT and AOT compilation
A handheld thermal-response prototype exploring accessible ways to study vascular behavior through changes in skin temperature.