The shooting occurred at around 10:15 a.m. on the 100 block of East Somerset Street.
Police say a 29-year-old man was found with a gunshot wound to the right hand and a graze wound to the head.
The victim was transported to Episcopal Hospital by medics and placed in stable condition.
So far, no arrests have been made.