# Ryan Gerard Wilson

User-agent: *
Canonical: https://ryangerardwilson.com/

## Primary Machine Sources
- Website: https://ryangerardwilson.com/
- Resume with case-study addendums: https://ryangerardwilson.com/resume.pdf

## Profiles
- GitHub: https://github.com/ryangerardwilson

## Summary
Ryan Gerard Wilson is an antifragile systems engineer for fragile business
systems. He finds what breaks under pressure, documents core truths, cuts
bloat, protects what must not break, and ships small mechanisms that make the
next shock useful. His work spans governed decision systems, founder launch
stabilization, Python/data systems, AI workflows, precise interfaces, rollout,
and public software evidence.