Chris LaBelle, EdD

University of Michigan

hereby attests that

Desu Vinod Kumar

has successfully achieved the

Michigan Engineering

Advanced Certificate in Automated and Electric Vehicles

Executive Director Online & Professional Education College of Engineering University of Michigan

James R. Sayer, PhD

Director, University of Michigan Transportation Research Institute College of Engineering University of Michigan