M.S. Student · KAIST AI · MLILAB
I am an M.S. student in the Kim Jaechul Graduate School of AI at KAIST, working in MLILAB advised by Prof. Eunho Yang.
My current research focuses on visual reasoning in multimodal large language models, with interests in faithfulness, hallucination mitigation, and robust multimodal learning.
Previously, I received a B.S. in Data Science from Hanyang University, graduating early with Summa Cum Laude (Ranked 1st in Dept. of Data Science).
KAIST · MLILAB · Advisor: Prof. Eunho Yang
Hanyang University (Seoul)
NAVER Place AI
KAIST · MLILAB · Advisor: Prof. Eunho Yang
Hanyang University · BAIKLAB · Advisor: Prof. Sungyong Baik
Developed a plug-in debiasing framework with PCA-based class-stratified analysis and bias-aware soft prompt refinement.
Built a mobile app that predicts personalized departure times by combining schedules, traffic signals, and persona-aware LLM reasoning.
Built a persona-driven conversational agent based on Gemma 2 for empathetic, nudge-based productivity support.
Built a RAG-based fine-dining chatbot that simulates professional service personas to deliver personalized, experiential fine-dining previews.
Developed a hybrid ARIMAX-Transformer time-series model to forecast data center cooling consumption and optimize locations for energy efficiency.