Currently in B.S majoring in Computer Science at Sungkyunkwan University. I am working on Optimizing Neural Networks and developing Generalization algorithms.
I’ve conducted research in few-shot learning and model-compression, focusing on solving Out-Of-Distribution problems and improving performance in low-paramter situations. Recently, i was a Research Assistant at ML/AI Lab at Yonsei University.
My research aims to develop foundation models for better generalization through optimization and interpretibility. I am particularly interested in Surrogate-modeling, State-Space-modeling and Circuit base understanding of DNNs.
Always feel free to reach out to me with things you find exciting. Always open for new ideas :)
Contacts: jaheon555@g.skku.edu | GitHub | LinkedIn
| Sep, 2025 | 1st Place in the 2025 Samsung AI Challenge. Competed individually and received Grand Prize Award for Optimizing Large Language Model. Awarded 7,500$ |
| Mar, 2025 | Started working as an Research Assistant at ML/AI lab, focusing on solving Out-Of-Distribution problems and optimizing In-Context-Learning by merging task-vectors. |
| Feb, 2025 | 2nd Place in the 20th Korean Economic Securities Derivatives Competition. Received Korea Exchange Chairman's Award for ETF design. Awarded 4,500$ |
| Jan, 2025 | Received Engineering Innovation Award from SungKyunKwan University for LLM-based Recommendation System project with iKooB Healthcare. |
(Coming soon…)