Brings over 20 years of experience in the technology industry, including more than a decade architecting and leading the development of mission-critical systems for data-center-scale clients such as Intel Corporation and their end customers, environments where a production failure is not an option. That same discipline, designing first for reliability and risk minimization, is what he applies today to AI deployment architecture at Hispellum-AI. He also brings experience as an independent consultant, developing web applications, operations automation and integrated systems for clients across industries including automotive and medical.