I make things with AI
I’m Victor, a product builder in Québec, Canada. I spent years as a software engineer in fintech. Now AI writes the code, and I bring the judgment and taste: what to build, and when it’s ready.

- Web appRace ConditionsA race-day forecast for the IRONMAN Ottawa bike course.
- WebsiteClub CitiusA new home for my running club.
- Web appStay DeepA small music app to help me focus.
- Chrome extensionBounded SocialsMore intentional browsing.
- Chrome extensionCalendar CheckoffCheck off completed calendar events.
How I work
New AI models come out almost every week, and each one writes better code than the last. That makes judgment the valuable part: deciding what to build, how it fits together, and making sure it’s right before it ships.
- Small on purpose
- Only what the problem needs. No accounts or servers unless the product can’t work without them.
- Checked before it ships
- AI code can look right and still be wrong. I check it with tests, previews and real use before it ships.
- Secure by default
- Nothing is collected or exposed unless the product needs it.
- Built to hold up
- Scaling is built in from the start. Right now I build on Cloudflare: it scales on its own, and its agent tooling, like the cf CLI, lets AI work with it directly.
Spot a problem
Something in my own week that bugs me more than once.
Picture the fix
The smallest version that would solve it, before any code.
Work out the architecture with AI
We go back and forth on the options. I decide what it needs and what it doesn’t.
AI builds, I watch the setup
What can fail, who can reach it, and what to keep an eye on once it runs.
Ship in one step
One command runs the tests, swaps in the new release and checks the site is live.
Use it, adjust, ship again
Real use decides what changes next.

Off the keyboard
I race the same way I build
My training is systematic: follow the plan, measure every session, review every race. Small fixes add up over the years.
Software gets the same loop: ship something small, see how it’s used, fix what matters most, ship again.
Say hello
Have a project in mind, a role you think I’d be interested in, or a question about something I’ve built? Send me a note.