This project aims to establish a practical, commercialize living cell sensing and screening platform for the biomedical sensing market. Leveraging the GaN microchip optical sensing technology, this platform can detect the optical signals coupled with dynamic information of cells, thus allowing real-time, label-free and non-destructive monitoring and analysis of cell activity in multi-scale cell samples. Besides, through the integration of multiple functional modules like microfluidic systems, this platform can be expanded to meet the needs of different biological scenarios, serving as a valuable tool for in-situ physiological detection of live cells in various complex scenarios such as cancer cell sorting/counting/screening, online detection and quantification of cell-biomolecule interaction.