- 🎓 Graduate Researcher at Ajou University (Lamda Lab), focusing on time-series analysis, multimodal AI, and ECG signal processing.
- 🤖 Specialized in building LLM-powered Agents and complex workflows using
LangGraphandOpenAI. - 👁️ Experienced in Computer Vision, developing real-time object detection and tracking systems with
YOLOv5andStrongSORT. - 🛠️ Proficient in creating end-to-end MLOps pipelines for automated training and deployment using
Docker,GitHub Actions, andMLflow. - 💡 Passionate about bridging the gap between cutting-edge research and robust, production-ready applications.
| Category | Technologies |
|---|---|
| AI / ML |      |
| Backend & MLOps |       |
| Languages & Tools |     |
- (Journal Submitted) "Dual-FreqDAE: A Transformer-Based ... for ECG Denoising", Biomedical Signal Processing and Control.
- (Patent Pending) "시간-주파수 결합 기반 심전도 신호 노이즈 제거 프레임워크" (App. No. 10-2025-0014670).
- (Conference) "Temporal Convolutional Network와 Transformer를 이용한 ...", KSC 2024.