Reads news, LinkedIn, and recent filings on a company you're about to call. Spits out a one-paragraph briefing you can actually use.
Code review on the Claude API. Catches the stuff a tired reviewer would miss. Doesn't try to be clever about the things humans should decide.
Runs LLM evals on a schedule, so you find out about a regression yourself instead of from a customer.
B2B lead gen company I'm helping start. We're trying to build lists that aren't full of dead emails and duplicates.
I live in Toronto. I've been building with AI for about three and a half years now. The work I keep coming back to is automation: tools that take the boring repetitive stuff off people's plates so they can do the part that actually needs them.
The thing I think about more than anything is climate. Anyone who knows me knows I've been into it for a long time. The way AI compute demand is starting to drag the energy transition along with it is going to be the bigger story of the next ten years.
Off the keyboard I watch a lot of soccer (Arsenal, badly), read papers I half understand, and have a bunch of other things going on. You can email me about any of it.
If you're building something interesting, working on climate, or want to argue about a paper, send me a note. I read everything.