I lead consequential AI initiatives end to end — from executive intent to a delivered, defensible system — for organizations in technology, healthcare, and other environments where being wrong is expensive.
Two decades carried from classified operations to enterprise AI leadership.
Director and senior leadership building and scaling AI & data practices — across defense, federal, and regulated enterprise.
An operational arc from tactical collection to the translation layer between engineering reality and executive intent.
Doctoral research at Virginia Tech on the organizational capability behind meaningful oversight of autonomous systems.
Effective oversight works like a clearance system — a port authority with zero ambiguity about criteria or authority, not a rubber stamp and not an indefinite hold.
Read the essay →Automate away the entry-level cognitive work and you stop building senior judgment. The bill — talent debt — comes due later, and quietly.
Read the essay →“A person clicked approve” doesn’t survive an audit. The work: what an organization must be able to produce before a system earns authority to act.
Explore the research →