No. Most Georgians are Georgian Orthodox. Georgian Orthodoxy is a synod within Orthodox Christianity.
Perhaps you are confusing Georgia and Armenia, which are mostly Christian (Georgian Orthodox and Armenian Apostolic Church) with Azerbaijan, which is mostly Twelver Shiite Muslim.