The shooting happened at about 3 a.m. in the 1800 block of Filmore Street.
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Police said the shooter fired two rounds, killing the 27-year-old victim.
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Investigators are now seeing if surveillance cameras picked up clues to what the shooter looked like.
Anyone with information about the suspect or the shooting is asked to call police.