They say calls came in at around 2:41 p.m. about shots fired on 19th Street and Buxton Avenue.
When units arrived, they say they found a man lying in front of White's Grocery store suffering from a gunshot wound.
48-year-old Everett Harrison of the 400 block of Alleghany Road was pronounced dead at the scene.
Witness told police they heard several gunshots and they also saw a gunmetal blue sedan.
Police do not believe that Harrison was an intended target.
Police are still investigating this case.
If you have any information that could help police, please call the Crime Line at 1-888-LOCK-U-UP.