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The incident happened around 3:40 a.m. in the 1400 block of Joe Louis Avenue.
Officials arrived to find Jermaine Moye, 33, suffering from gunshot wounds to his legs.
Moye was taken to WakeMed with what police described as non-life-threatening injuries.
Police said Tuesday afternoon that preliminary findings show that the shots were fired into the victim's bedroom and that the incident was not random.
The case remains under investigation, and no arrests have been made.
Anyone with information on this case is asked to call Raleigh CrimeStoppers at (919)-834-HELP or visit raleighcrimestoppers.org for text and email reporting options. CrimeStoppers pays cash rewards for anonymous tips that help solve cases.