AI Program Director, National Genealogical Society. Co-host, The Family History AI Show. Publisher, Vibe Genealogy (vibegenealogy.ai). Computational linguistics background, two decades in archives and libraries. Building AI tools that respect genealogical standards. github.com/DigitalArchivst