Douglass played in the minor leagues only briefly, appearing as a player-manager for the 1895 Sherman Orphans of the Texas-Southern League.
In his limited time in the minor leagues, Douglass played alongside other athletes while also guiding the Sherman Orphans of the Texas-Southern League in 1895.