John P. Parker was born in 1827 in Norfolk, Virginia. His father was white and his mother was a black slave. John was sold to a slave agent in 1835 and then sold to a slave caravan which took him to Mobile, Alabama where he was purchased by a physician. Working as a house servant, Parker learned to