WJLA. Police are still working to learn exactly what happened in the deadly Sunday night shooting. DC police are investigating a shooting in Southeast Washington that left a man dead Sunday night.According to the Metropolitan Police Department (MPD),. WASHINGTON — A man is dead after police found him shot in the neck in Southeast D.C., according to the Metropolitan Police Department. The incident happened just after midnight in the 3800 block.