Seung Woo Steve Ham

Curriculum Vitae

Postdoctoral Researcher at Seoul National University


Intro to Curriculum Viate

Hi, I am a postdoctoral researcher in the Transportation Laboratory at Seoul National University.

I am very interested in solving problems in traffic phenomena based on machine learning. If it's an interesting problem, I don't particularly mind the field.

Research Interests

Optimization with Machine Learning, Vehicle Routing, Demand Prediction, Scheduling, and Urban Network Analysis


Ph.D., Seoul National University (Mar. 2018–Aug. 2023)

Dept. of Civil and Environmental Engineering, Academic Advisor: Dong-Kyu Kim

B.S., Seoul National University (Mar. 2014–Feb. 2018)

Major: Dept. of Civil and Environmental Engineering

Minor: Dept. of Industrial Engineering

Gyeonggi Science High School For Gifted (Mar. 2011-Feb. 2014)


Scholarships and Awards


Google Travel Grant, 2023

Presidential Science Scholarship, 2014-2017

KOTAA Travel Grant, 2020


Finalist, TRB Artificial Intelligence and Advanced Computing Applications Committee Best Dissertation Competition, 2024

Next Generation Engineering Leader, National Academy of Engineering of Korea, 2017

Best Paper Award, International Conference of KST & IPTF, 2022

Experiences and Projects

Teaching Experiences

Internship Experiences


Deer Coperation

U. C. Berkeley

BMW Korea

Washington University in St. Louis

Seoul National University

Invitied Talks


Conference Proceedings and Other Peer-reviewed Articles

Certificates and Memberships



Academic Services

Skills and Competencies

Getting in touch