work

toronto transit commission | software developer · jan – apr 2026

  • built a C#/.NET computer vision automation engine
  • engineered real-time GTFS data pipelines serving 1M+ daily commuters

data analytics lab, university of waterloo | software developer · aug 2025 – present

  • built an enterprise CMS and React dashboard for crime hotspot identification
  • delivered spatial visualizations for research and policy reporting

city of toronto | software developer · may – aug 2025

  • automated budget reconciliation across $150M+ in city assets using Python & VBA
  • reduced manual reporting overhead with reusable automation scripts

industry 4.0 design team | lead engineering specialist · sep 2024 – present

  • redesigned a case competition for 200+ participants using Python to model municipal transportation data
  • directed cross-functional teams and secured strategic sponsor partnerships

projects

localai fitness assistant | on-device LLM & vision fitness app

linkup | group meetup midpoint finder via Google Maps API & OpenAI

github | more miscellaneous projects

stack

say hi

waterloo / toronto, on