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GERAD seminar

Improving Spatial Service Systems: Estimation, Optimization, and Practical Implementation

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Sep 3, 2026   10:00 AM — 12:00 PM

Sheng Liu Assistant Professor, University of Toronto, Canada

Sheng Liu

Hybrid seminar at GERAD and on Zoom. An hour-long presentation followed by an hour of questions and discussion.

The growth of e-commerce and gig economies poses new challenges for matching supply and demand in a spatial context. In this talk, I will navigate the theoretical and practical challenges of managing emerging spatial service systems with data, including last-mile and food delivery. In particular, I will describe three field implementations across three countries that demonstrate the practical value of (simple) operations policies alongside theoretical insights. The core ideas are balancing and coordinating spatial resources in a principled way.


Bio: Sheng Liu is an Assistant Professor of Operations Management and Statistics at the Rotman School of Management, University of Toronto. Sheng's research focuses on solving operations problems in supply chains, transportation, and logistics systems through optimization and data analytics. His industry experience includes consulting or working for organizations such as JD.com, Sport Chek, Ninja Van, Hungerhub, Amazon, and Lyft. More recently, he has been working on (a) data-driven, sustainable, resilient urban system design, (b) coordination in spatial service systems, including supply chains and logistics, and (c) advanced decision-making tool development for nonprofit organizations serving vulnerable populations. He currently holds editorial positions at Transportation Science, Production and Operations Management, and Service Science.

Maryam Daryalal organizer

Location

Room François-Soumis (4488)
André-Aisenstadt Building
Université de Montréal Campus
2920, chemin de la Tour
Montréal QC H3T 1J4
Canada

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Research Axes

Research applications