He played college football for the Louisiana Ragin' Cajuns and the TCU Horned Frogs.
Bailey attended Billy Ryan High School in Denton, Texas.
[2][3][4] In his first year at TCU, he was the third running back behind Kendre Miller and Emari Demercado and had 31 carries for 250 yards and two touchdowns over 14 games.
[5] Bailey was signed by the Kansas City Chiefs as an undrafted free agent after the 2024 NFL draft.
On December 3, 2024, Bailey signed with the Carolina Panthers practice squad.