About
I am a Master's student in Data Science at KAIST, where my research centers on the design and evaluation of robust AI systems for real-world environments. My current interests include Large Language Models, Multi-Agent Systems, and Time-Series Analysis, with an emphasis on methodological rigor, scalability, and empirical validation. Through both academic research and applied development, I aim to translate advanced machine learning methods into reliable, deployable systems with measurable societal impact.
Education
Korea Advanced Institute of Science and Technology, South Korea
Under the supervision of Prof. MunYong Yi
Gwangju Institute of Science and Technology, South Korea
Under the supervision of Prof. Kyungjoong Kim
Seoul National University, South Korea
Korea Advanced Institute of Science and Technology, South Korea
University of California, Berkeley, CA
Hana Academy Seoul, South Korea
Research
AIoT Laboratory
Jan 2025 – Sep 2025Undergraduate Researcher at SNU
Topics: Federated Learning, On-Device AI, Vision-Language Model
HCIS Laboratory
Jan 2024 – Jun 2024Undergraduate Researcher at GIST
Topics: Computer Vision, 3D-Human Pose Estimation, HCI
Awards
Future Talent Award, GIST Commencement Ceremony
Graduation award recognizing exceptional undergraduate achievement.
Outstanding Thesis Award, GIST Commencement Ceremony
Graduation award for excellence in undergraduate thesis research.
3rd Prize, Creative Space G AI&IoT Makerton
Developed "ZipPT", a smart home-viewing record assistant utilizing IoT sensors and LLM.
Presidential Science Scholarship
National scholarship for outstanding students in science and engineering.
Top 100, Google Solution Challenge
Ranked in the top 100 out of 4,750 global teams with the project "Moodista", an emotion-aware mental health content recommendation platform.
3rd Prize, AWS Hackathon
Work & Entrepreneurship
Co-Founder, Startup 1004-finder
Developed an AI-based donation recommendation system. Secured 60 million KRW funding from the Ministry of SMEs and Startups.
Patent Holder
"Donation group clustering and recommendation system" (No. 10-2025-0094298).
Teaching Assistant
Introduction to Algorithms.
Media
Skills
AI/ML
PyTorch, TensorFlow
Languages
Python, C++, JavaScript, Dart
Tools & Deployment
AWS, Firebase, Docker, Kubernetes, Flutter, Node.js