Introduction The pursuit of optimal health and wellness has led to a growing interest in personalized nutrition, with many individuals seeking tailored diets that cater to their unique needs and preferences. However, traditional approaches to personalized nutrition often rely on manual analysis of dietary data, which can be time-consuming, prone to errors, and limited in…