Exploration → judgement → action
Exploration and discovery feed critical analysis, enabling clear judgement and, when appropriate, decisive application.
Exploratory AI Application leader · Zero‑to‑One Systems · Digital‑First Public Services
I lead exploratory work in early, unstructured problem spaces where the path forward is not yet clear, and critical judgement matters.
My focus is on identifying leverage in large‑scale systems and shaping conditions for meaningful, positive change — often by enabling others through open data and AI‑enabled ecosystems.
Exploration and discovery feed critical analysis, enabling clear judgement and, when appropriate, decisive application.
I'm interested in making high-quality public resources discoverable and usable where people already are, including through modern AI interfaces.