and statistical techniques to predict hypoglycaemia episodes and potential causes of blood sugar spikes. The software functions as a personal health tracker and decision-support tool for people living with diabetes. It also includes features that match users with others who show similar physiological responses so they can share experiences and management strategies. The platform is designed to integrate multiple data streams into a single interface, helping users and their clinicians monitor progress and adjust treatment or lifestyle choices.