A long line of people were involved throughout history,from the first abacus styled 'computer', to the 8088, but one made the first Personal computer.Google it,for more details.
H. Edward Roberts invented the Altair. I honestly believe this is the first desktop computer. I have my reasons for believing that. However there is a thorough history of the computers here: http://www.pbs.org/nerds/