SwiftAVFoundationAVAudioEngineVisionSwift Charts
Dextera is an iOS app that uses computer vision and audio processing to detect hand gestures and trigger piano notes in real time, allowing users with limited mobility to play without precise touch input. Winner of Apple's Swift Student Challenge 2026!!
Sentence TransformersPyTorchPythonTypeScriptReactDockerJestpytest
6° Degrees is a semantic word connection game where players find optimal paths between any two words in six steps or less. Reached 2,000+ players in 20+ countries.
PythonFastAPILangGraphCrewAILeaflet.jsTypeScriptReactBeautifulSoup
LandLock is a multi-agent land risk assessment platform that helps people make informed decisions about where to live, build, and insure. Built in 36 hours for UofT Hacks.
Material ScienceHydrogelsPythonscikit-learn
SucroSoil synthesizes biodegradable hydrogels from sugarcane bagasse to improve soil health. Using Bayesian regression to model compound ratios; secured $40K+ funding from Emergent Ventures, 1517 Fund and others to support R&D.
PythonPyTorchNumPyMonte Carlo Tree Search
A Go-playing AI integrating a dual-head CNN with residual blocks and Monte Carlo Tree Search (MCTS), inspired by AlphaGo. Includes ko rule, capture detection, and a CLI to play the model.
PythonTypeScriptAuth0MongoDBBeautifulSoup
A deepfake detection tool that helps users find if their identity has been compromised via image analysis and web scraping. Built in 36 hours at TechNova 2025 & placed 3rd overall.