We develop cutting-edge tools that harness advanced technology to extract protein from liquids, specifically targeting urine for early diabetes detection. Our innovative system combines a specialized e-nose sensor, capable of detecting unique scent markers in urine, with a high-precision vision sensor. Powered by AI, specifically Support Vector Machines (SVM), and running on the NVIDIA Jetson Nano platform, our solution ensures rapid, non-invasive analysis. This approach enables accurate detection of protein levels, helping to provide early warnings for diabetes and empowering better health management.