Systems and methods disclosed for recommending beauty products for a subject by using a DNA sequencer to generate genetic information; aggregating genetic information, beauty trend data, and cosmetic product response from a patient population; deep learning with a computer to generate at least one computer implemented classifier that predicts matching beauty products based on the genetic information, beauty trend data, and cosmetic product response from a patient population; and recommending one or more beauty products for the subject.