Technology leadership for systems that have to work in the real world.
Chief Information Officer for the Commonwealth of Virginia. Work across public-sector technology, cybersecurity, artificial intelligence, governance, and applied research.

About Me
The work sits at the intersection of public service, security, and emerging technology.
Making Complex Systems Understandable and Useful
Technology is useful when it helps people make better decisions, deliver services, and protect what they are trusted to manage.
That requires clear priorities, practical execution, visible evidence, and systems that remain accountable to people.
Virginia State Capitol — photo by APK, CC BY 4.0; cropped for display.
Current interests include AI capability and uncertainty, autonomous cyber threats, trustworthy communication, and agent systems with meaningful controls.
The writing translates those questions into practical decisions for leaders and builders.

Areas of Focus
Public technology leadership, AI capability and uncertainty, and cybersecurity and trust.
Public Technology Leadership
Building technology services that are secure, reliable, customer-focused, and aligned with the missions they support.
AI Capability and Uncertainty
Measuring what AI systems can do, where they fail, and whether their confidence matches their behavior.
Cybersecurity and Trust
Understanding behavior across systems, protecting organizational trust, and designing communication that can be verified.
How I Think About Technology
Define the problem. Make the evidence visible. Test the system. Design the human handoff. Measure whether the result works in practice.
Work Experience
A career across technology strategy, cybersecurity, risk management, and enterprise systems.
April 2026–present
Leading technology strategy and services for the Commonwealth through the Virginia Information Technologies Agency.
2011–2026
Led security strategy, technology investments, cloud architecture, threat detection, risk reporting, and organizational growth.
Commonwealth of Virginia
Created and managed a statewide program covering security controls, continuity planning, security architecture, incident response, and agency support.
Commonwealth of Virginia
Created and managed the Commonwealth security incident management program, with vulnerability assessment, threat analysis, and security advisory capabilities.
Earlier technology work
Enterprise systems, network administration, identity, public key infrastructure, storage, virtualization, security assessments, and operational efficiency.
Selected Work
Research and software projects exploring AI capability boundaries, governable agents, representation reliability, and legislative decision support.
Explore the projects · Watch interviews and explore media coverage
Selected Writing
Essays on technology, trust, and human judgment. Read the original articles on LinkedIn.

Teaching is a feedback loop toward mastery. AI learning systems should test explanation and application, not simply track completion.

Autonomous attacks reveal themselves through relationships and behavior across systems, not isolated alerts.
When Attacks Become Autonomous, Defenses Must Become Insightful

When AI can imitate an organization’s voice, trust requires visible endorsement, evidence, accuracy, and authoritative anchors.
