Dr. Gulshan Singh received his master’s from IIT Kanpur, doctorate from Wright State University, has 20+ years of industry experience in using data to reduce maintenance cost, improve reliability, reducing maintenance cost, predicting life, $6B spend & vendor management, supply chain financing. This includes 10 years in building and managing diverse international teams (US, China, India, Germany, Costa Rica, Malaysia). He worked in Aerospace (GE), Energy (Baker Hughes), Chemical (Huntsman) and medical devices (Medtronic) fields. Currently, he is a Sr. Manager Data, AI & Quality at Medtronic.He has 2 patent, 3 patent applications, 25 publications, 2 AI workshops, 1 magazine article, 1 magazine interview, 25+ data trainings, 3 internal & 2 external success stories. His work has been cited by 100s of researchers from 20+ countries across the globe.