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I'm Evan, a scientist and research engineer. I build on-device AI/ML systems that leverage audio, speech, and language models to solve human-centered problems. In my free time I'm a musician, creative coder, cyclist, and photographer. This site hosts a mix of my personal and professional projects. All views expressed here are my own.

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Mishearings: Hacking a tiny ASR model to write Dadaist poetry

What happens when you force a tiny speech recognition model to find patterns in mangled speech?

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Moonshine: Industry-leading speech recognition models for edge devices

I'm a core contributor to these speech-to-text models released by Moonshine AI. They're 5x faster than Whisper with higher accuracy!

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Teaching things to think: Bootstrapping on-device reasoning for smart devices

How can you train smart devices to reason about their actions and state? That's what I investigated in this IEEE PerCom '25 paper.

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Adding eurorack features to a tape recorder

A brief write-up of my hardware hacking project to add independent audio outputs and gates to a TASCAM Porta 03 tape recorder.

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Sasha: Introducing LLMs for reasoning in smart homes

I built the first LLM-powered smart home, then published the results in this ACM IMWUT paper. I was honored to receive an ACM Distinguished Paper Award for this work.

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