Development of an AI dietician Department:Computer Science By: olagok01 Project ID: 9023 Rating: (5.0) votes: 1 Price:₦5000 Get the Complete MaterialAbstractThe escalating global burden of diet-related non-communicable diseases, such as obesity and diabetes, underscores the critical need for effective nutritional guidance. However, generic dietary plans often fail due to a lack of personalization, and access to human dietitians is limited by cost and availability. This project addresses these challenges by designing and implementing an AI Dietician system to deliver personalized, evidence-based meal plans and nutritional recommendations. The system leverages a machine learning approach, processing comprehensive user data including demographic information, health goals, dietary restrictions, and activity levels to generate tailored advice. The development followed a structured methodology, encompassing system analysis, design, and implementation. A key feature is a hybrid recommendation engine that combines knowledge-based filtering with collaborative techniques to ensure meals are both nutritionally adequate and aligned with user preferences. The architecture integrates a Python-based backend for AI logic, a React/TypeScript frontend for an intuitive user interface, and a Supabase PostgreSQL database for secure data management. The resulting application successfully demonstrates the feasibility of an end-to-end AI dietician, capable of generating personalized weekly meal plans, providing detailed nutritional breakdowns, and creating aggregated grocery lists. This research concludes that AI-powered systems represent a viable, scalable, and accessible solution to bridge the gap between nutritional science and practical daily application, empowering individuals to make informed dietary choices for improved health and well-being. The project lays a foundation for future enhancements, including continuous learning from user feedback and integration with advanced biometric data sources. ...Preview Download Preview +Other Computer Science project topics and materials you might be interested in»Design and Implementation of digital library system»Design and Implementation of a Virtual E-Learning System ( Case study of Lagos State University)»Design and Implementation of Student Project Management and Allocation System»Design and Implementation of online cash receipt generating system for a supermarket»Design and Implementation of a Software Result Processing and Transcript Generation System»Design and Implementation of computerized hospital database management system»Design and Implementation of a Hotel Database Management System and Service ( A Case Study of Winter Suites and Hotels, Owerri)»Design and Implementation of Online Birth and Death Registration System»Design and Implementation of Online Clearance System»Design and Implementation of Loan Management System with SMS Notification»Design and Implementation of Computerized Staff Record Department»Design and Implementation of Cyber Cafe Security»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Simulation of a Secured Wireless Network