The invention is an AI-powered fitness and
health management system providing personalized, dynamic recommendations tailored to user-specific goals such as
weight loss,
muscle gain, and
diabetes management. Leveraging Artificial Neural Networks (ANN),
Decision Tree algorithms (J48), and Convolutional Neural Networks (CNN), the
system analyzes user inputs, including voice commands, wearable device data, blood glucose readings, and food scans, to deliver real-time, adaptive
meal and workout plans. Voice activation, initiated with the command “Run Fitzy”, enables hands-free
logging of meals, workouts, and health
metrics.
Computer vision technology scans food labels and
meal images, extracting nutritional data and automatically integrating it into the user's profile. The
system dynamically adjusts remaining daily meals and activities to meet caloric, fitness, and glucose targets. Social networking features include geo-tagging, fitness challenges, and monetizable
content sharing. Built on a secure, scalable cloud infrastructure, the platform integrates e-commerce functionality and ensures compliance with data protection standards.