Johnell Walker was charged Tuesday night and is accused of starting the Monday night fire in the 700-block of North Central Avenue.
A 6-month-old girl was critically injured in the fire.
According to police reports, Walker may have lit fireworks inside an apartment after a dispute with his girlfriend.