Dr. S bastien Martin has been an Associate Professor of Operations at the Kellogg School of Management at Northwestern University, a private research university, since September 2025 and previously served as an Assistant Professor of Operations at the Kellogg School from September 2020 to September 2025. Dr. Martin s research focuses on the interface of large-scale optimization and operations management, with applications to transportation, the gig economy, public sector operations and artificial intelligence. Dr. Martin served as an external advisor to the Company with respect to artificial intelligence from February 2025 until December 2025. Prior to entering academia, Dr. Martin was a postdoctoral fellow at Lyft, Inc., a ride-sharing service company. Qualifications: Dr. Martin's expertise in applying artificial intelligence and advanced technologies to optimize operations brings an innovative and strategic perspective to our Board. He offers valuable insight for driving efficiency and operational excellence, drawing on his experience implementing complex algorithms and artificial intelligence at private and public organizations to improve real-world operations.