George Washington Carver, who was born into slavery, invented peanut butter.
(In fact he discovered over 300 uses for peanuts. In 1941, Time magazine dubbed him a "Black Leonardo", a reference to the Renaissance Italian polymath Leonardo da Vinci. To commemorate his life and inventions, George Washington Carver Recognition Day is celebrated on January 5, the anniversary of Carver's death.)