Resonant
intelligence.

I build software, study systems, and look for the threads that connect things most people keep in separate rooms.

Read the Blog About Me

Everything resonates. The work is learning where to listen.

Writing

Thinking out loud.

Notes from the intersection of building, believing, and trying to understand how things actually work.

February 2026
Why I Build
On starting Echology, building in public, and why document intelligence matters more than people think.
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Projects

Company

Echology

AI-powered document intelligence platform. Deterministic classification, structural retrieval, provenance tracking. Local-first.

echology.io →
Platform

AECai

Document intelligence for Architecture, Engineering, and Construction. Full pipeline: parse, classify, enrich, decompose, index. On your hardware.

aecai.io →
Open Source

Decompose

Deterministic text classification for AI agents. Extracted from AECai, released standalone. No LLM required. Free.

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Service

Geode

Generative Engine Optimization. Making organizational expertise citable by AI systems like ChatGPT, Perplexity, and Google AI.

geode.digital →