Kumar Singh is a Research Director with SAPinsider, focused on supply chain research area. He has more than a decade of hands-on experience in supply chain and operations analytics. Over a decade of industry experience, he has worked across multiple industries, helping companies set up analytics centers of excellence. Post his industry experience, Kumar also did a stint in external consulting as a data science consultant with Boston Consulting Group (BCG) before joining SAPinsider. Kumar holds an MSc. in AI from Liverpool John Moores University, a Masters in Supply Chain from The Ross School of Business at The University of Michigan, Ann Arbor, an MBA in Operations Management from IIT Roorkee, India, and an undergraduate degree in Electrical engineering. He is ASCM CPIM, CSCP and CLTD certified, CPSM certified by ISM, and holds the PMP certification from PMI. He is also an AWS-certified Machine Learning Specialist, Microsoft certified in Azure AI fundamentals, Azure data fundamentals, and Azure IoT developer specialty. He can be reached at kumar.singh@sapinsider.org.