The wreck happened at the intersection of Navaho Drive and Bush Street, near Wake Forest Road.
Police said Natalie Brook Anderson died when she lost control of her car and hit a brick noise wall head on. No one else was in the vehicle.
It took emergency crews several hours to remove the body from the wreckage.
It is unclear what caused the accident.