The incident happened around 11:00 p.m. in the 200 block of West Wellens Avenue.
Two males, a 19-year-old and 21-year-old were shot in the hips and legs.
One victim was grazed in the head, officials say.
Both were taken to the hospital and are listed in stable condition.
The suspect fled the scene and police are investigating.