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Eyerobic
Haptic wearable with a Raspberry Pi 5, 120° FOV camera, and bone-conduction headphones to provide real-time guidance for blind swimmers with an uspto provisional patent. Uses YOLOv11 computer vision, PIDNet, HSV thresholding, contour detection, and GPS for navigation.
Built with Steven He, Aiden Xie, Kyle Wang
2025 Conrad Challenge & Blue Ocean Competition Finalist
FTC Freight Frenzy Robot
Robot with a G10 composite drivetrain, retractable odometry, and 3D-printed mechanisms. Uses OpenCV, encoder-based odometry, and a custom Java navigation library for auto path planning, alongside Xbox controller-based teleop.
Built with Jensen Coonradt, Ryan Oberfranc, Preeta and Pranav Swaminathan
2022 Illinois State Championship Winner
Smart Poker Glasses
Real-time poker assistant built on the Meta Wearables SDK for smart glasses. Uses computer vision, OCR, and game state reconstruction to recommend optimal plays via GTO analysis.
Built with Colin Hu, Aiden Xie, Andres Niño
60k+ views
decademy.app
Free edtech platform with 40,000+ DECA practice questions, real-time roleplay scoring, and personalized performance analytics. Uses Next.js, React, TypeScript, Supabase Auth, and PostgreSQL.
Built with Aiden Xie, Rohan Rao, Arnav Sharma, Ishaan Garg
30k+ users
Signal
Universal hand-to-computer interface for macOS control. Uses MediaPipe hand pose estimation and custom gesture recognition to launch applications and enable touchless cursor movement, clicking, scrolling, and zooming.
Built with Arnav Sharma
Founders, Inc. Night Hack III (shipped in <6 hours)
returner.fund
Cytoscape network map ranking YC and a16z Speedrun startups by social traction. Uses GitHub, X, LinkedIn, Instagram, and other public signals to evaluate companies with log-normalized scoring.