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Listening to the Birds with AI – My Local HaikuBox

Listening to the Birds with AI – My Local HaikuBox

A few year ago, I saw a very cool product. Haikubox, is a small device that listens to birds at home, identifies them and gives you a nice web interface to see what's going on. Over time, I realized one…
April 23, 2026Posted inAI Projects, Python
PM by trade. Builder by nature.

 

Product manager. Microsoft, Tableau, Elastic. I’m on sabbatical, using the time to build AI systems end to end instead of reading about them: agent orchestration, vision, speech, tool use, evaluation harnesses, local and frontier models working together. Each project here comes with a deep dive into what I built, how it works, and why I made the calls I made.

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