It happened early Saturday morning in the 2600-block of East 75th Street.
The medical examiner identifies the victim as 24-year-old Princess Cole Streeter.
Police say she was on a sidewalk, when a man walked up and opened fire.
Streeter's sister was with her during the attack but was not harmed.
No one has been arrested.