Curriculum Vitae

Seung Woo Steve Ham

EDUCATION

2018-
Ph. D. Candidate
Seoul National University, Dept. Of Civil and Environmental Engineering, Transportation Laboratory Researcher
2014-2018
B. S.
Major: Seoul National University Dept. Of Civil and Environmental Eng.
Minor: Seoul National University Dept. Of Industrial Engineering
2011-2014
High School Education
Gyeonggi Science High School For Gifted

RESEARCH PAPERS

2021
Spatiotemporal Demand Prediction Model for E-Scooter Sharing Services with Latent Feature and Deep Learning
Keywords : Sparse Data Prediction, Autoencoder, GRU, LSTM
Link to the Paper
2020
Investigating the Influential Factors for Practical Application of Multi-Class Vehicle Detection for Images from Unmanned Aerial Vehicle using Deep Learning Models
Keywords : UAV, Vehicle Detection, Deep Learning
Link to the Paper
2019
Extracting vehicle trajectories using unmanned aerial vehicles in congested traffic conditions
Keywords : UAV, Vehicle Trajectory, Congested Traffic Condition
Link to the Paper

WORK EXPERIENCE

2020-
Movv
Model development for region based recommendations
2018-
DEER Corporation
Collaboration on data-driven business decision projects
2016-2017
BMW Technology Scout
Suggest the guide on investment to BMW Korea R&D Center
442 technology suggestion for 14 months
2016
Washington University in St. Louis Research Assistant
Research Assistant at Environmental Nanochemistry Lab
Research Subject: Mobility of Clay Minerals Under Geologic CO2 Sequestration Conditions
2014
Seoul National University Undergraduate Intern
Intern at Climate Change Adaptation in Water Resources Lab
Literature review on climate simulation analysis

AWARDS

2017
The National Academy of Engineering of Korea Young Engineer Award Winner
Six winners selected to develop engineering technology talent
Youngest winner at 2017
2016
Global Entrepreneurship Challenge Winner
Smoophing: Find Stuff That You Desire to Buy
Image based shopping system UI presentation
Competition hosted by The World Engineering Education Forum & The Global Engineering Deans Council (WEEF/GEDC)

SCHOLARSHIP

2020
Paan Scholarship Cultural Foundation
2014-2017
Presidential Scholar of the Republic of Korea
Full support for tuition and academic incentives

seungwoo.ham@snu.ac.kr