This project focuses on the development of an intelligent system designed to enhance nutrition and cooking for individuals with specific dietary restrictions. Utilizing advanced technology, the system will offer personalized meal planning, including nutrient intakes, tailored to various dietary needs such as gluten-free, dairy-free, vegan, low-sodium, and diabetic-friendly diets. By integrating machine learning algorithms and optimization techniques, the project aims to simplify the process of adhering to dietary restrictions, ensuring balanced nutrition and culinary satisfaction. The ultimate goal is to empower users with smart tools that make managing their unique dietary requirements both easy and enjoyable.