It happened around 10:40 Tuesday night at the High Park Village apartments on High Road.
The 22-year-old victim was treated for non-life-threatening gunshot wounds to his right foot and right calf.
Police are having a hard time tracking down the suspect. They say the victim is being uncooperative with investigators.
Lauren Kolakowski, a resident of High Park Village Apartments, said, "I called my roommate to come over. She said, did you hear the gunshot? I said no, I didn't hear anything. There were cops at every entrance."
If you have any information on the incident, you're asked to call the Tallahassee Police Department at 850-891-4200.