research GraphRAG-based Real-Time Recommendation Graduate Researcher · in collaboration with LG Electronics · Jan 2026 – Present AdapDict: Level- and Domain-Adaptive Educational Dictionary Co-first author · CSCW 2026 (Accepted) JoyWalk: Walking Routes for Small Happiness Best Use of API (Vultr) · HackCMU 2026 · Team OdyssAI Once Upon a Play: An AI Storybook Game for Kids SteelHacks XIII 2026 · Workshop paper · Team Steel Hungry Clustering of Mountain Hiking GPS Trajectory Data Co-first author · Under Revision at IEEE Access Stock Prediction with Deep Time-Series Models Undergraduate Researcher · Applied Statistics Lab, Hanyang University (Nov 2023 – Dec 2024)