This novel system utilizes a portable, AI-powered optical biosensor for highly sensitive, rapid detection of protein biomarkers in plasma. By integrating PMMA microfluidic strips, carbon dots, and a smartphone-based fluorescence microscope, the system achieves enhanced sensitivity, multiplexing capabilities, and affordability, enabling early lung cancer detection in resource-limited settings