Hi, I'm Michael.

I build across the stack and own delivery.

Full-stack developer in Toronto with production Rails, frontend, iOS, AI tooling, and data work under my belt. I am comfortable picking up unfamiliar codebases, working with stakeholders, and shipping from requirements to production.

See the work
Currently

Founder — Toki Pop · JobBook

Open to

Full-stack, tech/client hybrid, freelance

Previously

Tracument contractor, Government of Canada

Based in

Toronto, Canada

Work

Experience and selected projects.

A mix of production engineering, self-directed product work, and writing that explains how I think.

Software Developer

Tracument

Built production features in an established Rails codebase, collaborating across requirements, implementation, testing, and release details.

Taxpayer Services Agent

Government of Canada

Worked in a high-volume public service environment where clarity, documentation, and calm client communication mattered every day.

Frontend

L1na

Responsive web interface with clean layout, focused interaction design, and live deployment.

l1na.netlify.app Frontend

Method Hiring

Hiring-focused product interface with opinionated UI direction and a clear user flow.

methodhiring.netlify.app iOS

Toki Pop

Live collectible clock app on the App Store. Design, SwiftUI engineering, compliance, and release handled solo.

App Store Backend

OpenRouter Usage Tracker

Ruby gem source for LLM cost tracking, token visibility, and usage-aware Rails integrations.

GitHub Data

Judgement AI

Evaluation CLI for AI workflows with concurrent processing, recovery paths, and practical dataset handling.

GitHub
Technical writing

Applied AI, tooling, and product judgement.

All posts
Applied AI Fine-tuning a local LLM judge Open Technical Using GitLens to compare in VS Code Open Product The Product Compass Open