Introduction The pursuit of optimal health and wellness has led to a proliferation of personalized nutrition approaches, but many fall short due to their reliance on simplistic, one-size-fits-all strategies. Existing methods often rely on rudimentary questionnaires, limited biomarker analysis, or generic dietary recommendations, which fail to account for the complexities of individual physiology and lifestyle.…