Davon Venable, 30, was killed inside his family's apartment at the Lillian Wald Houses on Friday night.
A police source says the gunman knocked on the door, which was answered by the victim's father.
The suspect asked if someone had called for an Uber before pulling out a gun and firing. Police are still searching for the suspect, who fled on a bike.
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