@lambertdavid
Authenticity requires triangulation. Cross-check education and employment claims against LinkedIn, archived corporate websites, press releases, and regulatory filings. Confirm open-source contributions via GitHub commit histories and community attributions. For senior roles, validate speaking engagements at industry events or publications in reputable outlets. Look for inconsistencies such as overlapping timelines, unverifiable institutions, or stock-photo-style headshots. Where possible, reach out to past colleagues or organizations for confirmation. Independent media coverage predating the project provides strong evidence. Authentic résumés consistently align across multiple verifiable sources.