CV

Education

Mar, 2025 - Dec, 2025: Research Assistant
- University of Ulsan (UOU)
- Duties included: Multimodal Learning for Early Neurological Deterioration Prediction in Acute Ischemic Stroke
- Collaboration with Ulsan University Hospital
- Supervisor: Daehwan Kim
Jan, 2025 - Feb, 2025: Research Intership
- Electronics and Telecommunications Research Institute (ETRI)
- Duties included: Performance analysis and benchmarking of large-scale data visualization tools
Apr, 2024 - Dec, 2024: Research Assistant
- University of Ulsan (UOU)
- Duties included: Spinal Segmentation and Contrastive Learning for Lenke Classification in Adolescent Idiopathic Scoliosis
- Collaboration with Asan Medical Center
- Supervisor: Daehwan Kim

Mentor, Medical AI Team, deep daiv. `24 Spring Challenge
- Provided guidance and led 2 teams
- Biosignal team: ECG Arrhythmia classification using 1D-CNN-based network
  - Medical image team: Brain tumor segmentation using U-Net-based network
Member (Team Leader), deep daiv. `24 Winter Challenge
- Biosignal team: EEG state classification using Mamba
Member (Team Leader), Medical AI Team, deep daiv. `23 Summer Challenge
- Clinical data team: Data engineering for MIMIC-IV database