Hunmin Do

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

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UX Lab, Seoul National University
GRADUATE SCHOOL OF CONVERGENCE SCIENCE AND TECHNOLOGY
Undergraduate Student Researcher
Seoul, South Korea · Jan 2026 – Feb 2026

• Assisted in AI-driven User Experience research under the supervision of Prof. Joongseek Lee

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

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 | Workshop Paper]
  Do, H.-M., Taejun Yoon, Ki Yong Jung
  MIND: Multi-Agent Inference for Negotiation Dialogue in Travel Planning.
  ICLR 2026 Workshop on From Human Cognition to AI Reasoning (HCAIR), 2026.

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.

• 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)