Undergraduate Researcher @ Kwangwoon Univ. (Seoul, Korea)
I am a senior undergraduate student majoring in Information Convergence (Data Science) at Kwangwoon University.
My primary research interests lie in Artificial Intelligence (AI), Deep Learning, and Machine Learning. I am particularly focused on Natural Language Processing (NLP) and Process Mining, aiming to bridge the gap between complex data patterns and human understanding.
I have experience in full-stack development and have led multiple research projects to solve real-world problems through data-driven approaches.
- 🔭 Current Focus: Dual-Process Modeling in NLP, Education AI (Lec-Q), Dark Pattern Detection.
- 🎓 Education: B.S. in Information Convergence (Expected Feb. 2026), GPA: 4.31/4.5 (Major).
- 💼 Experience: Undergraduate Research Intern at PADA Lab (Process Automation & Data Analytics).
For a full list of publications, please refer to my CV.
| Status | Title | Venue | Role |
|---|---|---|---|
| Under Review | Dual-Process Modeling of Online Review Helpfulness Analyzed 400K+ datasets using RoBERTa & Multilevel ZINB model to identify cognitive mechanisms in reviews. |
Electronic Commerce Research and Applications (SCIE) | Co-Author |
| Submitted | Development and Evaluation of 'Lec-Q' A Two-Way Learning Support Service to Enhance Understanding of Online Lectures using WebRTC & RAG. |
HCI Korea 2026 | 1st Author |
| Published | Neuro-Symbolic AI-based Dark Pattern Detection Proposed a system combining BERT and logic rules to assist elderly users in kiosk environments. |
ICROS 2025 | Co-Author |
| Published | Development of 'PHOTATO' Photo Analysis-based Personalized Travel Recommendation System using CNN & TSP algorithm. |
Proceedings of HCI Korea 2025 | Co-Author |
Project Lead & Main Developer (Sep 2025 ~ Dec 2025)
- Goal: Resolve communication gaps in online lectures.
- Features: Real-time handwriting sharing (WebRTC), RAG-based AI Q&A Chatbot, Student concentration analytics dashboard.
- Stack: React, Node.js, WebRTC, OpenAI API (RAG).
Full Stack Developer & AI Researcher (Jan 2025 ~ Sep 2025)
- Goal: Detect deceptive designs (Dark Patterns) on websites and kiosks.
- Tech: Implemented Neuro-Symbolic AI (BERT + Logical Reasoning) for high precision.
- Output: Chrome Extension & Web Dashboard.
