2026 — Present

Software Engineer · Motive
Remote
Motive Credit Card — building risk and fraud systems.
Software engineer specializing in distributed systems and AI.
Software Engineer at Motive. Working in the Credit Card org, specifically on risk and fraud systems.
Before Motive, at Shopify developing their core AI system. And before that, on system automation and data tooling at Definity Financial and Fraser Health.
2026 — Present

Remote
Motive Credit Card — building risk and fraud systems.
Sept — Dec 2025

Seattle, WA
Taught CS6620 Cloud Computing — cloud architecture, AWS services, distributed systems, and containerization.
Jan — Apr 2025

Ottawa, ON
Built APIs and React surfaces for Sidekick, Shopify's core AI assistant — as well as the core attribute recommendation system.
Jan — Aug 2023

Toronto, ON
Automated capital forecasting and rebuilt legacy debt tooling in Python. Built SQL/ETL pipelines for banking data.
May — Aug 2022

Vancouver, BC
Java tooling for financial metrics across the health authority. SQL + Power BI for clinical dashboards.

2025 · Featured
Distributed WebSocket chat that handled 500K messages at 50K msg/s in load tests.

2024 · Featured
Multi-agent system over Groq LLMs for stock analysis, news, and portfolio recommendations.

2024
Full-stack clinic management with an embedded LLM summarizer for clinical notes.

2023
MERN-stack short-term rental marketplace with real-time messaging.