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BiteWise AI is an innovative school nutrition system designed to encourage healthier eating habits among students. Many children frequently choose food based on taste, price, or appearance without understanding its nutritional value. This may contribute to poor dietary habits and increase the risk of obesity, diabetes, and other health problems.

The proposed system combines artificial intelligence, a school canteen management platform, and parental monitoring features. School canteen operators can upload their daily menus, while the school verifies that the meals meet basic nutritional requirements. Students can select and purchase meals through the application, and parents can top up funds, monitor food purchases, and review their child’s eating patterns. The AI feature analyses meal choices and provides simple nutrition scores and healthier recommendations based on the student’s age and dietary needs.

BiteWise AI aims to create a healthier school food ecosystem by involving students, parents, schools, and canteen operators. The project promotes nutritional awareness, responsible food choices, and early prevention of diet-related diseases. It also supports digital transformation in schools by making healthy eating more accessible, interactive, and measurable.