Nikki Gooley was a makeup supervisor during the production of Star Wars: Episode III Revenge of the Sith. She was responsible for the look of most non-CGI characters: from lead actors to background extras.
Sources
Nikki Gooley: Making Memorable Faces on StarWars.com (original site is defunct)