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Private collection

The

Collection

8 works · 2026

Systems of timing, perception, and judgment, shown as they were built, one room at a time.

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01 · Accessibility · Computer Vision

3rd Best Overall1,400+ hackers · ShellHacks 2026

Paradise

31.5ms

median on-device detection

Touch-only navigation for people who are DeafBlind. A chest camera sees, a laptop in a backpack thinks, and two Joy-Cons on the wrists steer: left buzz means left.

02 · Computer Vision · Robotics

1st Place Google Cloud ChallengeUnanimous judge vote · HackUSF 2026

Bowser

68ms

end-to-end perception latency

Turn pediatric rehab into a clinical boss fight — an autonomous AI therapy companion that tracks movement, coaches kids by name, and paces sessions with a modified Roomba.

03 · Real-Time ML

Apex

0.996

R² accuracy

Real-time F1 pit-wall strategy simulator that runs 10,000 Monte Carlo race simulations in under 0.2 seconds.

04 · iOS

Tarmac

100%

boarding-constraint violations caught

Turn flight delays into city adventures. Tarmac is an iOS app that builds traffic-aware itineraries for layovers, with an AI safety layer that never lets a bad plan reach the user.

05 · Voice AI

Best Use of ElevenLabsUF SASEHacks 2026

Onyx

100%

allergy conflicts caught

Your health, handled. An autonomous medical proxy that cross-references patient records against live webcam scans and places real Twilio pharmacy calls on the patient's behalf.

06 · Sustainability · Digital Twin

Stratus

80%

charging cost reduction

Aviation decarbonization starts on the ground. A live operations dashboard for ground-vehicle electrification at ATL, replaying 1,422 flights and polling real OpenSky ADS-B traffic.

07 · Urban Planning

RePlot

100-pt

scoring algorithm

Cities must grow smarter, not just bigger. An AI-powered urban planning platform that identifies underutilized land for sustainable infill development.

08 · EdTech

Best AI HackHackJam 2025

Green & Gold Guru

3

input modalities

Learn by discovering. Guided by Rocky the Bull. An interactive AI-powered Socratic tutoring dashboard for USF featuring a real-time drawing canvas and voice input/output.

End of collection

Further works remain private.