Curriculum Vitae

Seung Woo Steve Ham

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

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

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

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)

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