experience

Research Advisor — University of Seoul
Effects of Individual Characteristics and Mental Health Policies on Suicide Risks in Seoul: A Case-control Study Using Three-level Multilevel Models

Research Assistant — University of Seoul
Development and Utilization of Street-based Pedestrian Flow Models via Urban Network Analysis

Research Assistant — 120 Dasan Call Foundation & SMG & UOS
Development of Counselling Category Classification Models and Suggestion of Smart Counselling System Improvement to Reorganize Complaint Categorization of 120 Dasan Call

Research Advisor — University of Seoul
Developing Complaint Prediction Models Using Machine Learning

Research Assistant — Korea Research Institute for Local Administration
The Impact of Relocation Institutions in Jeju Innovation City on Regional Economy

Research Assistant — Seoul Institute & UOS
The City Trend Report of Seoul Institute: Population Sector

Research Assistant — Seoul Institute & SIT
A Study on Selecting High Risk Groups of Suicide Using Health Medical Data

Research Advisor — University of Seoul
An Analysis of Urban Administration Policy Demands in Seoul Before and After COVID-19 Using 120 Dasan Call Complaint Big Data and Deep-learning based Natural Language Processing (NLP) Models

Research Assistant — Seoul Institute & SIT
Development of Algorithms Assessing the Vulnerable Regions of Snow Removal Using S-DoT

Research Assistant — 120 Dasan Call Foundation & SMG & UOS
A Study on Utilization Plan of 120 Dasan Call Bigdata for Activation of Urban Administration in Seoul Based on Data

Research Advisor — Seoul Metropolitan Government
2023 Seoul Data Fellowship (Citizen Participatory Data Analysis Project)

Research Assistant — University of Seoul
A Study on Micro-Scale Urban Sensor Big Data for Supporting Vulnerable Population Groups to Climate Change in Seoul

Research Advisor — University of Seoul
An Analysis of the Safety of Bicycle Crashes for Promoting Healthy Cities: An Empirical Study on the Association between Bicycle Fatal Crashes and Urban Environmental Factors in Seoul

Administrative Coordinator — Korea Urban Management Association, Republic of Korea

University Representative & Lead Presenter — International Joint Seminar between UOS and Zhejiang University of Finance and Economics
Title: Before-and-after Analysis of Urban Redevelopment Effects on Pedestrian Traffic in Seoul, South Korea: Using the Betweenness Index and Bicycle Rental Data

Research Mentoring Program — University of Seoul

Seoul-learn Mentoring Program — Seoul Metropolitan Government

Tutoring Program for Supporting International Students — University of Seoul

Research Mentoring Program — University of Seoul

Global Entrepreneurship Tour Program (San Francisco) — Graduate School, University of Seoul

Development of Academic Courses related to Big Data — University of Seoul
Courses: Introduction to public big data programming, A case research using public big data

Tutoring Program for Supporting International Students — University of Seoul

Research Mentoring Program — University of Seoul

Gemini Academy
Google

Google AI Essentials
Google (Credential ID: 0XK0C82ERYXX)

Advanced Data Analytics Semi-Professional (ADsP)
Republic of Korea