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

Mar 07, 2026 Moderated an AI panel at the Greater China Business Conference (GCBC) at Kellogg, with speakers from Legora, AbbVie, and Cisco. We explored how companies are navigating AI strategy, from enterprise ML to agentic workflows.
Mar 01, 2026 I joined the editorial board of Manufacturing & Service Operations Management (MSOM) as an Associate Editor for the new AI department.
Feb 22, 2026 Excited to present a talk on the state of AI at ESAB’s Executive Leadership Conference this week!
Feb 21, 2026 Moderated a panel on Agentic AI at the Kellogg Technology Conference with leaders from Grainger, Relativity, NewtonX, and AlphaSense. We discussed how AI agents are being deployed across industries — from legal e-discovery to B2B commerce.
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.