Technology in service of human judgement.

I work at the intersection of AI, data, and mission-critical systems — advising federal leaders on strategy and building the systems that carry it out.

My background spans enterprise modernization, applied AI research, and data governance, with earlier years running applications and analytics at the executive level across global commercial operations. My interest is narrower than the résumé suggests: what it takes to move emerging technology into environments where reliability, accountability, and human judgment are not optional.

This is where I share what I'm learning.