Building
Secure builds, local automation, and reproducible security research.
I build secure web apps, local automation tools, and research artifacts that show exactly how they work and where they stop. I prove things instead of claiming them.
Secure builds, local automation, and reproducible security research.
Basic Military Training, US Air Force.
Cyber Defense Operations, technical school, TS clearance path.
Military cyberspace operations with defensive systems depth.
Logs, diagrams, screenshots, test output, and traceable notes beat vague claims.
Every project ships with logs, test output, or a live demo. No claim stands alone.I look for the line between trusted and untrusted data, local and remote execution, stale and fresh state.
I label what's trusted vs untrusted. Stale vs fresh. Local vs remote.If a model, demo, or proof has a ceiling, I would rather show that honestly than oversell it.
If a model has a ceiling or a proof has a gap, I'd rather state it than oversell it.