root@home:~# sudo useradd -m -G sudo
Builder of software, companies, and quiet systems that work.
Just another AI Systems Engineer with ADHD; developing systems, methodologies, tools, and research. Air Force veteran who changed careers from medical to tech in the government regulation space and never looked back. Interest in real systems and function, not hype.
Free AI training built for service members and veterans — foundations-to-expert curriculum across three tiers, plus Cleared and Leadership annex tracks, with every lesson ending in something usable inside 48 hours.
Interactive county-level choropleth atlas of 380+ public-data measures across 24 domains, drawn from 70+ federal, state, and academic sources. Built for researchers, policymakers, and grant writers.
Claim-safety and evidence-sufficiency engine: a platform that reviews high-stakes, data-backed documents (and AI-generated text) and checks whether each claim’s strength is actually justified by the methodology behind its evidence.