About
I'm a software engineer and AI builder based in Toronto. I publish independent research on AI hiring systems and labor market inequality, then build the tools that implement it. Currently shipping open-source projects at navox-labs — including a professional network mapper built on 50 years of weak-ties theory, and a specialist AI engineering team for Claude Code. Architecture background. Always building.
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Maker History
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Joined Product HuntDecember 10th, 2021


