Selected Work

Examples of how we turn promising AI workflows into reliable adoption systems teams can inspect, improve, teach, and own.

Featured Case Study

Equalify Reflow

University of Illinois Chicago — Digital Accessibility Services

A production AI pipeline that turns inaccessible PDFs into semantic, accessibility-first markdown. Built for UIC Digital Accessibility Services and released under AGPL-3.0.

accessibility ai-orchestration fastapi production-ai higher-education pdf-transformation open-source

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Equalify Reflow change ledger showing a character encoding correction with before and after text.

Open-Source Tools

Open source

Gobbler

An open-source EE lab tool that converts user-authorized content into agent-ready context: videos, documents, web pages, audio, and authenticated browser sessions.

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