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This is a repository that takes AI ML learning from LLM's and tries to crawl an ULM. Universal ♾️ language model by using API authentication keys and co-creates a language that helps the misfits in the world 🌎 find purpose from the dark energy that stunts success and causes kinetic chaos from taking life away from them. I love you all and Shalom
The evening call no receptionist ever makes: an AI front desk that rescues cancelled clinic slots before they cost money.
Source-backed rental issue triage for NSW students and renters.
One call. Answers you can trace.
Say what changes. See the plan adapt.
Parallel regression search, AI-powered root-cause analysis, and test-verified code fixes.
A Strands agent that works backward through passport renewal, prepares the next steps, and keeps costly decisions human.
MediCycle promotes safe medicine disposal by guiding users on how to discard unused or expired medicines responsibly, reducing misuse, environmental contamination, and pharmaceutical waste.
AI-powered, FHIR-native claims intelligence platform that validates, corrects, and routes healthcare claims in real time — from patient visit to payer payment
NVD NLP – An open-source project that scrapes recent vulnerabilities from the National Vulnerability Database, uses NLP to analyze their severity scores.
Turn eating well into a daily RPG, powered by your diet
To combat household waste by instantly transforming images of discarded materials into actionable, high-quality upcycled DIY projects
PathAble is a community-driven accessibility intelligence platform designed to make urban navigation genuinely usable for wheelchair users and people with mobility-related accessibility needs
Automatically screens camera-trap photos for conservation researchers — filtering out blank shots and flagging real wildlife sightings, cutting hours of manual review down to seconds.
Talk to an AI support agent. ComplaintGuard watches the agent, checks it against written policy, and takes the call off it the moment a human is needed. Not a chatbot — the thing watching one.
Nori uses AI agents to beta test your product before real users do, catching UI flaws, edge cases, and bugs so you ship with confidence.
NeedLess helps people solve everyday goals with fewer new purchases by using AI to suggest existing, repairable, borrowable, rentable, or second-hand options first.
Know before you mix. Instant, plain-English medication interaction checks that answers the "wait, can I take this with that?" panic answered in seconds.
An AI recovery agent that turns discharge instructions into an ongoing care workflow—checking recovery, spotting risk signals, following up, and escalating to clinicians when human judgment is needed.
Skill-exchange marketplace where people teach, learn, and pay each other in TimeTokens (ERC-20 on Sepolia). React + Firebase + ethers.
FIFA world cup predictor and Player analysis tool
NBA live predictor and analytics
Click it! Scrap it! Collage it! Explore with your crew, leave your thoughts, and watch the city glow with your gleaming (or not) reviews! As if you are your friend's ultimate tour guide..
Delegate food hunting on your busiest days. Give our agent a simple instruction and it finds meals nearby that fit your budget and nutrition goals.