Sébastien Martin

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Email: sebastien.martin @kellogg.northwestern.edu

Phone:+1 (510)229-2758

Office: KGH-4163

I am an associate professor of operations at the Kellogg School of Management, Northwestern University. This website showcases my research, teaching, and other activities.

My research focuses on the interface of algorithms and operations management, with applications to AI, public sector operations, and transportation. Applications include transportation systems and school operations. For example, I helped design Lyft’s matching algorithm with reinforcement learning, redesign Boston’s school transportation system, change the school schedules of San Francisco. These changes save tens of millions of dollars every year and benefit millions of people.

At Kellogg, I am also working on leveraging AI for higher education. I created Kellogg’s first AI TA and introduced the concept of AI case studies, which are ways to use AI to improve teaching and learning. I also work on the use of generative AI to improve operations in the private sector. For example, I serve on the board of directors of ESAB Corporation, where I help shape the company’s AI strategy.

news

Feb 12, 2026 I was interviewed by Josh Bailey, a former AIML 901 student, for the Fintech Frontlines podcast by FinTech @ Kellogg. We discussed AI trends in fintech, including data privacy, credit scoring, and agentic commerce.
Feb 11, 2026 I gave a talk on teaching with AI at the Kellogg All Hands meeting on January 27. The recording is now available on YouTube.
Feb 10, 2026 Kellogg News published an article about my AI Foundations for Managers course: Building AI foundations for the future. The piece features student testimonials and highlights the course’s hands-on approach to teaching agentic AI.
Feb 02, 2026 Exciting news from ESAB: the company has signed a definitive agreement to acquire Eddyfi Technologies, a global leader in advanced inspection and monitoring. This transforms ESAB into the unrivaled provider of complete workflow solutions spanning fabrication, inspection, and monitoring. Very excited about ESAB’s future as a board member!
Jan 07, 2026 Proud to launch the AIML901 Project Showcase—a collection of student projects from my AI Foundations for Managers course at Kellogg. These MBA students built real AI agents tackling everything from healthcare to personal productivity, with pitch videos and working prototypes. A testament to what’s possible when business minds meet cutting-edge AI tools.