Attorney. AI builder. Former public defender.

1,200+ cases as a public defender. 150+ concurrent caseload. Then built three production AI systems — a patent-pending multi-LLM orchestrator, a knowledge engine now in production, and a criminal defense workspace — because nobody was building the tools that were actually needed.

These systems were designed by someone who lived the workflow — years of managing impossible caseloads, watching institutional knowledge leave with every departure, and working with sensitive information every day. The tools exist because they should have existed sooner.

That same architecture now powers knowledge systems for consulting clients across industries.