Product designer × AI · Toronto · Open to new roles
Currently: designing and prototyping AI tools end to end, from research and flows in Figma to working builds. Below are case studies with the process, the trade-offs and the numbers.
An AI job-search assistant that tailors resumes from my real experience only, and never submits without my approval.
Extended open-source RFID firmware and designed a one-click desktop app to replace the command line.
A short, human paragraph: how you got into design, what draws you to AI, and the kind of problems you want to work on next. Keep it to three or four sentences.
Product design
AI interaction
Prototyping
Figma · Webflow
Claude · Claude Code
Python · HTML/CSS
Product and UX roles
AI design roles
Toronto or remote
Every application meant rewriting the same resume and answering the same questions in new words. I designed and built a pipeline that finds roles, tailors resumes and cover letters from my real experience only, and fills in forms, then waits for my approval.
Each posting wants a tailored resume, a cover letter and a form full of familiar questions. Generic AI tools are fast, but they invent experience.
Me first: a job seeker targeting electrical technician roles in the GTA. More broadly, anyone who wants AI to do the busywork without losing control.
Cut the time per application, keep every claim truthful, and keep the final decision to submit in human hands.
About $20 a month for AI, a free job API capped at 200 requests a month, and no scraping or bot-detection workarounds.
The Chameleon Ultra is a capable RFID research device, but it's driven from a terminal and was missing common access-card types. I extended the open-source firmware and designed a desktop app that runs with a double-click.
Stock firmware couldn't read AWID or Paradox cards, a bug broke HID Prox detection, and everything ran from the command line.
Security researchers, hobbyists and people testing access systems they're authorised to test.
Add the missing card types, fix HID Prox, and put every common task one or two clicks away.
Fixed hardware with a limited HF chip, one exclusive serial port, and Windows users with no Python installed.