AI PRACTITIONER · MILITARY SYSTEMS
I build real systems.
Not experiments.
AI-powered tools for military training and simulation — governed workflows, repeatable outputs, real deployments.
Governed AI Workflows
Structured prompting with auditable, repeatable outputs — not black-box generation.
Military Exercise Design
OPORD-driven systems built for controller usability under field conditions.
Production AI Pipelines
From prompt to deployable package — traceable, versioned, and operator-ready.
Projects
CADE shows how a team thinks under pressure. I developed the first executable version in one week; it has now run three times with about 19 participants per session.
A three-stage AI pipeline that produces exercise-ready OPORDs for brigade and below — governed by doctrine, adversarially reviewed, and gated before unit release. The goal is not a perfect order. It is a 90% first draft that saves units significant prep time.
Built the workflow that turns the source plan into the documents controllers use to run CADE, while keeping every turn tied to the same facts and trainer review.
Want to talk through a project or role? Get in touch →