Full-stack engineer specializing in distributed systems, AI/ML platforms, and data-intensive applications. Led teams at Google, TD Bank, and high-growth AI startups.
Open to SWE and UX Engineering roles.
Recent highlights
Led Text-to-SQL LLM product with graph-based tool calling at Summation
Architected AI/ML workflow builder driving 30% user growth at Union AI
Rebuilt secure hosting platform serving 40,000+ monthly users at Google
Powered AI-driven quant recommendations across $2 trillion in assets annually at Boosted AI
Named inventor on Canadian patent CA 3092840, real-time group financial reconciliation
Featured work
TD Bank Innovation Lab
Shopping Optimizer
Turned real-time flyer data and user research into an optimized grocery routing tool — from discovery through to a filed Canadian patent.
Recent writing
CLIs Are for Robots, IDEs Are for Humans
A mental model for agentic coding workflows: where machines execute, where humans judge, and why keeping that distinction sharp makes everything work better.
A Practical Pattern for Hydrating AI-Generated Object Templates
How I hydrate server-side LLM templates with client constants and API data using a queue-based pattern.
Stateless Classes Are Better: A Lesson from Flutter
Stop storing state in your classes. Localize it via providers, minimize your bug surface area, and write code that's actually testable.
Open source
- GitHub →
prfect
Analyzes git commits and generates pull request descriptions using local AI via Ollama.
- GitHub →
vue-2-img
Convert HTML sections and charts to JPG, PNG, or PDF for download or base64 encoding.
- GitHub →
date-search
npm package to search and segment time series data.