Dr. Miranda A. Farage is a Research Fellow in Corporate Functions R&D at Procter and Gamble Company. Dr. Farage leads research on digital clinical transformation, creation of new portable skin health devices. Her expertise is also in vulvology, dermatological testing, method development, sensitivity, skin health, physiology, sensory effects, Quality of life and sub-clinical methods. Dr. Farage has more than 250 manuscripts in peer-reviewed scientific and medical journals and has co-authored several scientific text books in women’s health and dermatotoxicology.