Manbir Singh is a forward-thinking and dynamic leader in the digital transformation space within the automotive industry. With a deep understanding of the intersection between technology and manufacturing processes, Manbir’s expertise includes driving digital innovation, operational efficiency, and fostering sustainable growth. Manbir has led numerous digital transformation initiatives across various domains throughout his career involving automation, advanced analytics, and AI/ML technologies. Manbir holds a Bachelor’s degree in Supply Chain Management from the University of Michigan-Dearborn and an MBA from the University of Texas-Tyler. Manbir brings a holistic approach to his engagements, combining his technical expertise with a deep understanding of industry knowledge and its associated challenges. He advocates for stakeholder engagement at all levels of the organization during the digital transformation journey to gain insights into existing processes and identify pain points, thus, delivering tailored strategies for digital transformation.