The shooting happened July 12 in the 2000 block of Orchard Hollow Lane. Police said the victim, 40-year-old Quintana Lee, died Monday from her injuries.
Another woman and a girl were also shot but survived.
RPD said community input was key in identifying the shooting suspect.
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Anyone with additional information is asked to visit Crimestoppers for anonymous reporting options or call (919) 996-1193.