📅 Mar 2026 – Present
Integrated M.S./Ph.D.
Research Interests: Medical AI, Explainable AI, Digital Healthcare
📅 Nov 2025 – Present
• App Developer; integrated backend APIs into a Flutter mobile app, enabling end-to-end client–server communication.
📅 Jun 2025 – Aug 2025
• Collaborated with SeoulTech and the National Medical Center.
• Researched a domain-agnostic self-supervised federated learning framework based on a Vision Transformer and
enhanced model explainability using Grad-CAM.
📅 Mar 2025 – Jun 2025
• Industry–academia collaborative capstone project; registered software (C-2025-019854).
• Refactored LLM prompts and developed a user interface to ensure consistent, structured outputs.
📅 May 2025 – Jun 2025
• Developed a web-based service that summarizes news articles using an LLM API and a web crawling algorithm.
• Implemented multiple summarization styles and summary-rate visualization, optimizing for mobile-friendly UX/UI.
