AI · Systems · Strategy
I design and deploy data-driven tools that transform fragmented information into actionable insight—bridging AI, operations, and strategy.
Selected Work
Projects
Public, unclassified projects translating real-world problem solving into technical artifacts, prototypes, and case studies.
Applied AI / Data Systems
Entity Discovery Engine
A machine learning-enabled workflow for identifying patterns, clustering related entities, and surfacing hidden relationships in large datasets.
Decision Support
Operational Decision Dashboard
A dashboard concept designed to transform fragmented information into clear insight for faster, better-informed decisions.
Workflow Augmentation
Applied AI Workflow Tool
A practical tool for improving analyst workflow through AI-assisted processes, faster iteration, and scalable output.
Writing
Strategy, policy, and thought leadership
Strategic Analysis
Essays and analysis on competition, coercion, innovation, and the changing strategic environment.
Policy Writing
Research-driven work connecting technology, economic security, and national strategy.
Innovation Thinking
Public reflections on building better systems, applied AI, and solving hard problems under real-world constraints.
About
Who I am, how I think, and why I do this
Who I Am
An operator, builder, and strategic thinker focused on solving hard problems
I am a transitioning intelligence and technical program leader focused on applied AI, systems integration, and strategic problem-solving. My background sits at the intersection of operations, analysis, and innovation—building tools and workflows that turn fragmented information into decisions, capability, and measurable outcomes.
I have worked in environments defined by ambiguity, pressure, and incomplete information. That experience shaped how I approach technology: not as an end in itself, but as a way to improve judgment, speed, and real-world effectiveness.
Today, I am translating that experience into public, unclassified work across defense tech, strategy, and innovation.
How I Think
Start with the decision, then build backward from what it takes to support it
I start with the decision that needs to be made. From there, I work backward to identify the data, workflow, and system needed to support it.
I prefer problems with ambiguity, constraints, and incomplete information, because those are the conditions where clear thinking, sound systems, and good judgment matter most.
I measure technical work by outcomes: time saved, insight generated, risk reduced, and capability created.
Process
Step 1
Decision
Define the decision that actually matters
Step 2
Data
Structure the inputs needed to support it
Step 3
System
Build the workflow or tool that creates leverage
Step 4
Outcome
Measure results in speed, insight, and capability
Why I Do This
To solve the impossible, so that we build a better future
I am driven by hard problems—especially the kind that sit between technology, people, and strategy. The work that matters most to me is the work that creates real leverage: better systems, better decisions, and better futures.
That idea sits underneath everything on this site, from technical projects to strategic writing. I am most energized by work that turns complexity into clarity and ideas into capability.
In practice, that means building things that are useful, thoughtful, and grounded in reality—work that does more than sound good on paper.