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Hi, I’m Ethan

Computer Science Student @ University of Toronto
(CS Specialist with AI & Technology Leadership focus)
Software Engineering Intern @ Shopify
Prev. Software Engineer Co-op @ General Dynamics Mission Systems–Canada
Engineering Director & ML Engineer @ UTMIST
Project Lead @ UofT Blueprint


Projects

  • Thea — Discord-native personal AI assistant featuring text/voice interaction, semantic memory, plugin-based tool use, scheduled automations, and autonomous planning modes. Built with Node.js/TypeScript, Discord.js, AWS Bedrock, Supabase vector search, ElevenLabs TTS, and Deepgram STT.

  • archctl — architecture analysis + enforcement tool for TypeScript, JavaScript, Python, and Java based on Clean Architecture and DDD principles; detects forbidden imports, capability violations, and structural issues.
    Actively in development, let me know if you want to help.

  • Cybermetrics — baseball analytics platform evaluating lineup synergy using domain-driven design and Clean Architecture; built with React (TypeScript), FastAPI, Firebase, and automated test coverage above 90%.

  • Bounce Back — AI-powered mental wellness app featuring journaling, avoidance zones, activity tracking, and an empathetic chatbot.

  • RT1M (Road to 1 Million) — financial planning and motivation platform driven by structured goals and AI.

  • Shop-Buddy — computer-vision based grocery assistant using image recognition and allergy profiling to recommend safe food products.

  • HHDC Automation — automated registration, scheduling, payments, and tabulation workflows for 240+ debate tournament participants.


Hackathon Highlights

Identity Matrix — real-time multiplayer simulation with persistent AI agents that continue interacting after logout
🏆 1st Place Overall · UofTHacks
Devpost

Heimer Academy — AI-driven adaptive learning platform for League of Legends
🏆 1st Place Overall · Riot Games × AWS Hackathon
Devpost

Orbit — real-time social intelligence platform using LLMs and computer vision
🏆 Best Use of Groq + Windsurf · Hack the North 2025
Devpost

Polaris — multiplayer pose-based fitness platformer
🏆 Best Game Hack · Hack the 6ix 2025
Devpost

Hyacinthe — computer-vision navigation system for the visually impaired
🏆 1st Place Overall · GeeseHacks
Devpost

Frame — real-time AI photography coach that provides live composition feedback, technical shot guidance, and challenge-based social learning using React Native, PyTorch, CoreML, Supabase, and computer vision pipelines
Devpost

Crosswalk of Shame — real-time object detection system to reduce distracted walking

GameStoppr — browser extension blocking addictive apps and rewarding healthy behavior

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