911 Call Triage
Sep 2024 – Apr 2025Capstone project with TELUS that ranks incoming 911 calls by urgency during large emergencies.
- 94% classification accuracy
- 1.5% false-negative rate
Jun 2025 – Present
AI agents for natural-language search and assistance in video surveillance and access control products, from the agent backend and MCP servers to infrastructure, deployment, and observability.
Also implemented an AI-native SDLC with coding agents, MCP tools, and shared agent context.
May – Aug 2024
Python development, hardware-in-the-loop test automation, and CI/CD pipelines.
Jan – Aug 2023
Full-stack features and bug fixes for an access control platform in Ruby on Rails, React, and C++.
May – Dec 2022
Fixes and release tooling for medical imaging software in C#.
Sep 2021 – Apr 2025
Websites and a shared design system for UBC Engineering.
Capstone project with TELUS that ranks incoming 911 calls by urgency during large emergencies.
A key-value store in Java that keeps serving requests while servers fail and rejoin.
Android app that matches language learners and schedules practice sessions. Best Project Award in CPEN 321.
A VPN protocol in Python that stays secure with an attacker in the middle of the connection.
Select a skill to see where I've used it.
2020 – 2025
Graduated with distinction. Dean's Honour List every year, Trek Excellence Scholarship, and Outstanding International Student Award.
Teaching assistant for CPEN 221 (Software Construction I), Sep – Dec 2023.