Introduction The pursuit of optimal health and wellness has led to a surge in demand for personalized nutrition, with individuals seeking tailored dietary recommendations to address unique health needs and goals. However, traditional approaches to personalized nutrition often rely on manual analysis of genetic data, health metrics, and lifestyle factors, resulting in a one-size-fits-all approach…