👥 Research Focus
I leverage data science to understand environmental challenges, particularly in disaster risk management and climate resilience. My work bridges citizen voices with policy-making through advanced analytics.
📚 Academic Journey
M.S. Social Data Science
POSTECH AI-Environment (2024-Present)
M.A. Geography Education
Spatial Analysis Focus (2022)
B.A. Geography Education
Environmental Geography & GIS (2020)
💻 Technical Skills
🌐 Research Network
Interactive visualization of research connections and methodologies
🏆 Current Research
Master's Thesis
Voice analysis-based research on citizens' emotional responses to flood disasters (2021–2023 data)
Policy Research
Evidence-based policy recommendations for disaster recovery and regional resilience at Gyeonggi Research Institute
📄 Publications & Conferences
Korean Meteorological Society Fall Conference 2025
Abstract Accepted
SSCI Journal Submission (Under Review)
"Citizen Complaints as Early Warning Signals"
Featured Projects
Voice Analysis of Flood Disaster Responses
Master's thesis analyzing citizen emotional responses to flood disasters using advanced voice processing techniques.
Impact & Outcomes
Policy recommendations for disaster communication strategies and improved emergency response protocols.
Civil Complaints & Precipitation Analysis
Time-series correlation study between precipitation data and citizen complaints across South Korea.
Impact & Outcomes
Development of early warning systems using citizen feedback as environmental indicators.
Policy Research at Gyeonggi Institute
Disaster recovery case studies and evidence-based policy recommendations for regional resilience.
Impact & Outcomes
Regional policy implementation and improved disaster preparedness frameworks.
📅 Academic & Professional Timeline
🎯 Future Goals
Short-term (2025)
- • Complete Master's thesis
- • Publish in top-tier journal
- • Present at international conferences
- • Develop open-source tools
Long-term (2025-2028)
- • Pursue Ph.D. in Climate Informatics
- • Bridge data science & climate policy
- • Establish AI for Climate Resilience lab
- • International research collaboration