$ cat README.md

Blueprints for self-hosted AI on the edge.

I'm Brett Sophus Moore — engineer in Portland, OR. I build fall-detection cameras, tiny language models, and IoT gateways that run on hardware you own. This site is where I share the wiring diagrams, the code, and the things I broke along the way.

→ Read the blueprints Latest posts github.com/moorebrett0

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Blueprints

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blueprint advanced

Elderly Guardian

Real-time, on-device fall detection — YOLOv8 Pose on an RK3588 + Metis, triggering a Kasa plug for local alerts.

RK3588 SBC Axelera Metis M.2 (Voyager SDK) Logitech C920

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Latest writing

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2026-07-02

Why a GBDT is the right brain for a Pi Zero 2 W

Picking gradient-boosted trees over a neural net for liten's on-device router, and the constraints that made the choice easy.

#edge-ai#gbdt#raspberry-pi#liten

2026-07-01

A new home for edge-AI notes

I rebuilt this site around what I've actually been doing for the last year — running ML on hardware I own.

#meta#edge-ai

// contact

Say hi

I'm always up to talk shop about on-device inference, small hardware, or building things that don't need the cloud. Reach out at moorebrett0@gmail.com or find me on GitHub.