Hunmin Do

Data eXperience Lab (DXLab), Sungkyunkwan University
M.Sc. Student Researcher
Jan 2026 – Present

---

Smardi Lab, Sungkyunkwan University
School of Mechanical Engineering
Undergraduate Student Researcher
Suwon, South Korea · Dec 2024 – Oct 2025

• Assisted in service design research under the supervision of Prof. Jaeboong Choi, focusing on data-driven digital persona development, user interview coding, and statistical analysis using SPSS.
• Research domains include Service Design Process, User Experience, and Human–Computer Interaction (HCI).

Rise Lab, Sungkyunkwan University
School of Mechanical Engineering
Undergraduate Research Program Researcher
Suwon, South Korea · Jun 2024 – Aug 2024

• Conducted research on obstacle prediction algorithms under the supervision of Prof. Hyungpil Moon.
• Utilized Kalman Filter (KF) and Extended Kalman Filter (EKF).
• Implemented real-time obstacle detection via sensor fusion and probabilistic motion modeling.
• Used the CARLA autonomous driving simulator with ROS2 on Ubuntu.

Sungkyunkwan University (SKKU)
B.S. in Mechanical Engineering
GPA: 4.04 / 4.5 (Major GPA: 3.98 / 4.5)
Mar 2021 – Expected Aug 2026

Korea National Institute for Lifelong Education Credit Bank
Bachelor of Business Administration
GPA: 3.04 / 4.5
Mar 2019 – Feb 2021

International Journal

• Oh H., Do H., et al.
  Panic Attack Prediction for Patients With Panic Disorder via Machine Learning and Wearable ECG Monitoring.
  Journal of Medical Internet Research (JMIR), 2025. (Q1, IF 7.5) · DOI: 10.2196/69045

Domestic Journals

• Do, H.-M., et al.
  Wearable ECG-Based Multimodal Panic Attack Prediction Model.
  Journal of the Korea Institute of Information and Communication Engineering, 2025.
• Do, H.-M., Lee, Y.-J.
  The Impact of AI Agents’ Use of Address/Reference Terms on Perceived Anthropomorphism and User Experience.
  Journal of Digital Contents Society, 2025.

• [Accepted | Full Paper]
  Lee, Y., Do, H.
  Design for Deletion: Enhancing Cognitive Fluency in Digital Hoarding Contexts.
  HCI International 2026, Springer.

TourGenie
Formally Verified Agentic Workflow for Personalized Travel Planning (Sep 2025 – Present)

• Developing an Agentic AI travel-planning workflow and reviewing benchmark datasets (TravelPlanner, TripCraft).
• Surveying recent Agentic AI literature to define evaluation criteria and shape a unified workflow framework.

Job Matching Platform Feature Proposal (KOSME) (Aug 2025 – Oct 2025)

• Led full UX process including user research, IA, prototyping, and usability testing.
• Designed transparent recommendation logic and apply-tracking tools based on qualitative interviews and JTBD analysis.

Generative Engine Optimization (GEO), Maeil Business Newspaper (May 2025 – Oct 2025)

• Leading a project to enhance article structure for increased citation and visibility in GenAI models (GPT-4o).
• Analyzing AI citation behavior via prompt-based audits and LLM interaction logs.

Special Purpose Tourism Analysis, Korea Tourism Organization (KTO) (Jan 2025 – Jul 2025)

• Segmented tourist types (medical, influencer, etc.) using Social Network Analysis (SNA).
• Analyzed roaming-based behavioral patterns to inform patient-specific design strategy.

Industry-Academia Project – Home Appliance Robot “Ballie”, Samsung Electronics (Mar 2025 – Jun 2025)

• Developed AI home robot scenarios (observe–record–suggest) for solo-living MZ generation.
• Created value-driven personas and service features including emotion check-ins and wellness reminders.

UX Project – Inpatient Recovery Support Service, Samsung Medical Center (Sep 2024 – Dec 2024)

• Designed a mobile app (Haeboa) for personalized micro-task rehabilitation and wishlist-based goal tracking.
• Developed IA, wireframes, and UI/UX prototypes for medical stakeholders.

Panic Attack Diagnosis Using Wearable ECG Monitoring, SKKU (Sep 2024 – Jan 2025)

• Formulated a custom fusion formula combining wearable ECG signals with self-reported panic scores (PDSS, APPQ).
• Designed a mobile app UI/UX prototype to visualize personalized risk scores in real time.

AI-Based Earthquake Damage Prediction, KOICA (Mar 2024 – Jul 2025)

• Proposed an AI-driven disaster response system using Kyrgyzstan's seismic data to support early warning.
• Outlined a 5-year implementation plan including data collection infrastructure and policy linkage.

• APPARATUS FOR CLEANING IRON CHIPS
  KR Patent Application No. 2018-0006933

• DB GAPS Investment Competition – Excellence Award (Top 3 / 840 teams), 2025
• Peer Review Award, Sungkyunkwan University, 2025
• Green Scholarship, Korea Forest Welfare Institute, 2024
• Scholarship Recipient, Buan Forestry Cooperative, 2024

Tools & Software
Figma, Power BI, Python, SPSS, Gephi, Inventor, PowerPoint, Excel

Data Analysis
ANOVA, ANCOVA, Statistical Testing, Social Network Analysis (SNA)

UX / Service Design
User Interview Coding, Persona Development, Journey Mapping, Service Blueprinting, UI/UX Wireframing

Languages
Korean (Native) · English (Professional) · Japanese (Basic)