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Track 3: Real-time scam call interception. Members- Will Spangenberg, Will McGuire
GitLab Duo agents run a small open-source project’s life after code — triage, release, rollback, incidents — with one human decision per change and a measured carbon cost.
An AI-powered learning platform that analyzes skills, identifies competency gaps, generates personalized quizzes, and recommends learning paths to help users improve their skills.
An AI hospital workflow assistant that turns patient records into evidence-backed requests, with clinician approval and end-to-end audit trails.
Let us whisk you away to your next favorite bite
False positives are costing financial institutions hundreds of billions, with some financial-crime screening systems generating false-positive rates as high as 95%.
Crossing-Watch is a prototype Raspberry Pi camera that detects animals near Monterey Road in Coyote Valley and alerts drivers. An interim warning until the planned wildlife crossing is funded.
AI flood early-warning for Pakistan: Sentinel-1 radar + U-Net detects floods through monsoon clouds, compares them to the 2010 disaster and live river data, and generates alerts.
Did your trading course actually work? Copy every trade it posted, with fake money, and find out.
We bring global side income into one ledger, separate fees from tax withheld, and help prepare for US tax time with a set-aside you control.
Turns 51,236 road-injury records from Cali into a ranked list of critical intersections and a ready-to-file request — and shows what public data cannot verify.
An AI-powered website that matches compatible volunteers and organizations together, taking in consideration of skill-set and availability.
The voice wearable for slurred speech.
Stop retyping invoices. Billify reads them, fixes dates, amounts and currencies, flags duplicates, and fills your expense system. Review once, send in seconds.
A local-first memory vault that lets you hot-swap AI models mid-conversation without losing context, history, or preferences, while enabling secure data sharing.
Roast My Portfolio is an agent council representing diverse opinions from leading investors which roast your portfolio allocation, personal data and help you achieve your goals.
Your AI Event Operations Agent
Make memorization easier with an AI-assisted memory palace maker centered around UF campus.
Guide your AI agent
Starward shows you exactly where on your hike your phone can text by satellite, so you know before you go dark, and someone at home knows if you don't check in.
MComprehend aims to promote learning, specifically in Algebra 1 to increase test scores from low averages of approximately 20 percent of Maryland students meeting the benchmark.
Unmasked is a privacy-first extension that exposes greenwashing, verifies seller claims, and simplifies complicated fine print, helping shoppers spend ethically and buy with confidence.
When a night out becomes a crisis and you can't ask for help, YTC notices. Our proprietary classifier model (98.24% Acc) alerts friends, and a semantic vector-RAG voice agent briefs responders.
