CV
Education
- Undergraduate student in Computer Science & Engineering, Seoul National University, 2021 - 2027 (Expected)
- Double Major in Business Administration
- GPA: 3.88 / 4.3, Major GPA: 3.91 / 4.3
Research Interests
- Large Language Models, Deep Learning, Building AI Systems for Real-World Problem Solving
Project Experience
- KorEduBench (Team Leader, 2025.10 - 2025.12)
- Project for SNU “Introduction to Natural Language Processing” course
- Benchmark project for classifying Korean educational achievement standards
- Mapped textbook texts to standards using embedding models, classifiers, and LLM-based methods (RAG included)
- Github
- Generalization-Driven LLM Pipeline for ARC-AGI Benchmark (Team Member, 2025.03 - 2025.06)
- Project for SNU “Basics of Deep Learning” course
- Built and fine-tuned an LLM pipeline for solving the ARC-AGI benchmark, including data augmentation, advanced inference, and model selection
- End-to-End MRI Reconstruction for Variously Accelerated Brain Images (Team Member, 2024.05 - 2024.08)
- Project for 2024 SNU FastMRI Challenge
- Utilized deep learning models to reconstruct MRI images from undersampled k-space data with various acceleration modes
- Explanation Video
Teaching Experience
- Contest Coordinator, 2025 SNU FastMRI Challenge (2025.05 - 2025.09)
- Organizing and managing 2025 SNU FastMRI Challenge, with ~280 participants
- Dataset Preparation, managing GPU servers, Supervision, Evaluation
- Assistant TA, Basic Computing: First Adventures in Computing (2024-1, 2024-2)
- Assisted students with Python, web crawling, and data analysis during practical sessions and projects
Publications
- Yejun Jang, Hong Chul Nam, Jeong Min Park, GIMIN BAE, Hyun Kwon. Q-Guided Flow Q-Learning. *CoRL 2025 Workshop RemembeRL, 2025. (*: Equal Contribution)
Internships
- SNU Holi Lab, Undergraduate Intern (Prof. Yohan Jo) (2025.08 -)
- Human Oriented Language Intelligence Lab
- Research on Agent that Interact with External World
Awards & Honors
- Academic Scholarship, Woonhae Foundation Scholarship (2025.01)
- Recognized for excellence in artificial intelligence skills, Awarded $2,800 for each semester
- Academic Scholarship, STX Foundation Scholarship (2025.01)
- Awarded $2,100 for tuition each semester and a monthly stipend of $360
- Fourth Prize, 2024 SNU FastMRI Challenge (2024.09)
- Won 4th prize (out of 144 teams), MRI Reconstruction using deep learning
Skills
- Programming: Python, C/C++
- Deep Learning: PyTorch, Huggingface
- Outstanding leader soldier, Air Force Aerospace Medical Center (2023.06 - 2023.12)
- Double Major in Business Administration, SNU (2024 - 2027, Expected)
