My research focuses on AI-based Railway Infrastructure Health Monitoring. I specialize in the intelligent diagnosis and maintenance management of metro rail corrugation, utilizing advanced signal processing and machine learning techniques. My work involves developing unsupervised representation learning frameworks for interior noise and vibration signals to enhance the efficiency of defect detection.