This session will explore how Firebase's machine-learning capabilities can revolutionize mobile healthcare applications. Using Google's Machine Learning Kit, we will demonstrate how tools such as Object Detection and Tracking and Image Labeling, can be applied to identify signs of diabetic retinopathy in retinal images. Additionally, we will talk about the use of advanced custom models to further enhance accuracy. Attendees will gain insights into the practical implementation of these tools, as well as a refreshing hope for the future of Tech in Healthcare.