I’m a product engineer in Toronto, thirteen years in. I was a founding engineer at Agentnoon, from pre product-market fit through its acquisition by Dayforce in 2025, shipping org planning software to companies like Nestlé, FIFA and Xerox along the way. I now lead the AI side of that product.

The work I like best is where a hard technical constraint meets an interface someone actually has to enjoy using. Getting a 300,000-person org chart to open in five seconds instead of fifty was a rendering problem, and I solved it with techniques borrowed from game engines. Letting an executive restructure that same company by typing a sentence is a different problem: the model has to be right, and the edits it makes have to respect who is allowed to change what.

I learned to build by making games, which is where I picked up the habit of prototyping fast and throwing most of it away. That hasn’t changed much.

Experience