Enterprise software architect and AI specialist. I work with organizations on cloud systems, AI architecture, and API design through my consultancy firm, Veraxity. If you're working on a real system and want to go deeper — I've published six free technical white papers on AI system design, knowledge engineering, semantic matching, and evaluation frameworks at veraxity.dev/white-papers