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Michael Pious

Hi, I'm Michael.

About

Fullstack engineer with production Rails and React experience. I build products across applied AI, iOS, and developer tooling.

Based in Toronto. Currently building Toki Pop. Open to fullstack engineering roles and contract projects.

Work · Hire me · Email me

Abstract image created with the L1NA image transformation tool
Made with L1NA.

Selected work

AI / Hackathon · New

Uta Sensei

Built a local Japanese song study app for the Hugging Face x Gradio Build Small Hackathon. It turns pasted lyrics into listening lessons with furigana, vocabulary, grammar notes, tutor chat, Markdown export, and Anki deck export.

Technical notes

React, Gradio, FastAPI, Python, Janome, llama.cpp, and Tiny Aya Global 3.35B. Python handles deterministic language processing and exports; Tiny Aya handles translation, explanation, and tutoring.

iOS

Toki Pop

Designed, built, and released a SwiftUI clock app on the App Store, including product direction, compliance, screenshots, and submission.

Ruby / Rails

OpenRouter Usage Tracker

Published Rails engine for tracking LLM usage and provider costs, with 1,500+ downloads on RubyGems.

Data / AI Evaluation

Judgement AI

CLI for repeatable LLM evaluation workflows, used to fine tune and benchmark a local search relevance judge against 500 human labelled examples.

More projects
  • L1NA — browser based image transformation tool with client side image processing.
  • Stencil AI — Rails 8 prototype exploring multi artifact AI chat, including Mermaid diagram generation and parallel reusable prompts. Built in 2025.
  • TunaCode contribution — merged token usage and model cost tracking for an open source AI coding agent.
  • Method Hiring — responsive React landing page for a hiring product.

Experience

Software Developer

Tracument

Built production features in an established Rails and React codebase, collaborating across requirements, implementation, tests, and release details in a client facing product environment.

Taxpayer Services Agent

Government of Canada

Supported taxpayers in a high volume public service environment where clear communication, documentation, research, and calm problem solving mattered every day.

Scoped software development

Need help with a web application?

I help teams and founders build and improve software.

I take on single tasks, project milestones, and ongoing development work.

Fixes and reliability

Investigate bugs, repair broken behaviour, improve tests, and make existing software more dependable.

Features and integrations

Build clearly defined product features, internal tools, forms, APIs, and third-party integrations.

Ongoing development

I can stay involved for additional milestones, deployment, maintenance, and improvements.

How it works

  1. Tell me about the project and what you need.
  2. I review it and propose a first scope, timeline, and price.
  3. We complete that scope and decide whether to continue.

Tell me about your project → or email hey@michaelpious.com.

If the project is not a fit, I will say so before either of us commits to it.

Technical writing

All posts →

Elsewhere & contact

Find me on GitHub, LinkedIn, my blog, JobBook, and X.

Email me at hey@michaelpious.com.