Our laboratory focuses on interdisciplinary research integrating nanomaterials, spectroscopy, and biomedical applications. Major research areas include surface-enhanced Raman scattering (SERS) sensing and imaging, the design of photocatalytic and electrocatalytic systems, and the development of functional bioinorganic materials. We are particularly interested in real-time monitoring of catalytic reactions and molecular signals in living cells, innovative nanoplatforms for disease diagnosis and therapy, and high-performance catalytic materials for energy conversion. By combining Raman spectroscopy, UV–Vis spectroscopy, infrared spectroscopy, electrochemical analysis, theoretical calculations, and machine learning, we establish an integrated platform spanning material design, mechanistic understanding, and application validation.