A decade in law enforcement, legal operations, and emergency coordination — environments where information flow, accountability, and getting the call right actually matter. Now applying that operational lens to AI: where it genuinely helps, how it integrates into how teams actually work, and how to build it properly.

EhkoLabs is the name I build under. The projects here are real, working, and ongoing — personal R&D rather than products. Nexus is the main one: a personal intelligence hub I've been building for myself that now runs most of my daily information workflow.

The thread running through all of it is a long-standing interest in how technology augments human capability — not replacing judgement, but extending what's possible. AI is the most interesting version of that question right now, and the projects here are how I explore it.