The term 'TV Science Guy' refers to Bill Nye, an American science educator, television presenter, and mechanical engineer. He is best known for hosting the Disney/PBS children's science show Bill Nye the Science Guy from 1993 to 1998. He has also written several books as well as hosted a Netflix show called Bill Nye Saves the World. The crossword solution for this term is NYE, which is the initials of his name.