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Projects

Things I've built.

Folio

Personal

"Your past work should be searchable, not buried in a folder."

CLI tool that transforms consulting deliverables into a searchable, AI-native knowledge library.

Python · Click CLI Claude API Obsidian-compatible

Enterprise GenAI Knowledge Platform

McKinsey · 2025

"Strategic outputs shouldn't die the moment the engagement ends."

Built and deployed a GenAI-powered knowledge system across 3 client sites.

Founding EM 3 deployments → Dedicated team of 5+ PMs

Project Ontos

Open Source

"AI context should be readable, not retrievable. Glass box, not black box."

A local-first AI context management system: a repo-native knowledge graph in markdown + YAML, designed for inspectable, repeatable workflows across AI tools.

Python CLI PyPI: ontos 500+ commits Apache 2.0

GitHub Activity

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Jonathan Oh · San Francisco · build: a1b2c3d · main Online
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