Philadelphia District Attorney Larry Krasner announced an arrest warrant for the 40-year-old suspect in a press conference on Wednesday. Authorities are asking the public for any information on his whereabouts.
It happened on the 2400 block of North 19th Street around 9 p.m.
Police say they found a 14-year-old boy suffering from a gunshot wound to the foot.
Another 14-year-old girl was injured after being cut by glass during the shooting.
Both teens were hospitalized and are listed in stable condition.
Philadelphia police officers are investigating a shooting that left two teens injured on March 8, 2021.
Action News was there as police scattered dozens of evidence markers near a cordoned-off area of the block.
Investigators are still searching for the gunman.
Anyone with any information is asked to call police at 215-686-TIPS.