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.