Sébastien Martin

Email: sebastien.martin @kellogg.northwestern.edu
Phone:+1 (510)229-2758
Office: KGH-4163
I am an assistant professor of Operations at the Kellogg School of Management, Northwestern University. This website presents my research, teaching, and other activities.
My research focuses on the intersection of large-scale optimization and operations management, using methods from optimization, machine learning, and applied probability to model and tackle real-world problems. Applications include transportation systems and school operations. For example, I helped design Lyft’s matching algorithm, 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.
I also work on the use of AI to improve operations in the private sector. For example, I am an advisor to ESAB corporation’s CEO on the use of AI to improve the company’s operations.
news
Apr 01, 2025 | Check out this article about our work on the hidden costs of experimentation-driven companies. It’s not because all metrics are green and statistically significant that you should implement all changes. This is joint work with Yudi Huang (Kellogg PhD student) and Zhiwei (Tony) Qin |
---|---|
Mar 13, 2025 | I’ve received the 2024 Distinguished Service Award for my reviewing work for the Operations Research academic journal. |
Mar 01, 2025 | I’ve recently become an AI advisor to ESAB Corporation, a global leader in welding and cutting products. I help the CEO and his team understand the opportunities and challenges of using AI to improve the company’s operations. |
Jan 08, 2025 | I was promoted to Associate Professor (not tenured yet) at Kellogg! |
Nov 04, 2024 | Does Generative AI impose a creativity tax?. Check out this MIT Business review opinion, based on a recent paper with Francisco Castro and Jian Gao. |