Systems and methods for controlling an autonomous vehicle. One method includes receiving, with an electronic processor of the autonomous vehicle, a profile selection. The method further includes receiving, with the electronic processor, a driver profile including a plurality of settings based on the profile selection. The method further includes, when the autonomous vehicle is operating in an autonomous driving mode, controlling, with the electronic processor, at least one vehicle control system of the autonomous vehicle based on at least one of the plurality of settings. The method further includes operating, with the electronic processor, the autonomous vehicle in a manual driving mode. The method further includes receiving, with the electronic processor, data from at least one sensor while the autonomous vehicle operates in the manual driving mode. The method further includes determining, with the electronic processor, a driving style based on the data and adjusting at least one of the plurality of settings based on the driving style.