Atlanta Police Department officers arrested two teenagers, who investigators suspect committed an armed carjacking on Dec. 27.

Officials said crime suppression officers tried to conduct a traffic stop on the stolen car, but the suspects jumped out and ran throughout a neighborhood.

One officer used a stun gun to stop and engrossing the driver, 19-year-old Terrique Simpson. Police found two loaded guns. Simpson faces charges of aggravated assault, armed robbery and hijacking a motor vehicle as well as traffic citations. 

Police said  the passenger, 18-year-old Larenzo Turner, was charged with willfully obstructing a law enforcement officer. 

Police said they recovered the stolen car.