My current work centers on technical-baseline stewardship, independent software evaluation, design-review support, and translating technical evidence into useful recommendations for government and industry teams. The recurring questions are practical ones: Can the delivered system be built and operated? Does its behavior match its documentation? Are interfaces, assumptions, risks, and technical debt understood well enough to make responsible decisions?
Earlier roles kept me close to implementation. I developed simulation, visualization, networking, logging, state-management, and control software using C++, Qt, MATLAB, containers, and CI/CD. That background continues to shape how I approach systems engineering: architecture claims should eventually meet testable, maintainable code, configuration, documentation, data, logs, operators, and failure. Observability is part of the system, not an afterthought.