William Gaston Pearson was born in Durham, North Carolina, on April 11, 1858. Gaston was a Shaw University alum, a Harmon award winning businessman, philanthropist, and cofounder of Durham's Mechanics and Farmers Bank. He dedicated the majority of his time, however, to education, beginning as a teacher at Whitted High School but later serving as principal of Hillside Park High.