I've saved the name for a design project as I was looking for it's meaning. Quoting wikipeidia;
Geisha (/??e???/; Japanese: [?e??a]),[1] The word consists of two kanji, ? (gei) meaning "art" and ? (sha) meaning "person" or "doer".
The literal meaning of the individual kanji is not the same as the entire word. You might want to do a bit more research into what a geisha actually is ...