It happened along the 500 and 600 blocks of Carpenter Street. Shots rang out just after midnight.
The gunman shot out a car window - another bullet went through the window of a home.
The person who was shot is at Thomas Jefferson University Hospital.
Witnesses tell police they saw four people running from the scene towards Montrose Street.