An improved wireless device generates a customized representation of a keyboard for a touch-sensitive screen. The wireless device generates an anatomical model specific to the operator of the wireless device in response to an operator contacting their fingertips in a “typing” position as if the operator were about to use a standard QWERTY keyboard. The anatomical model is used to derive a keyboard layout optimized for a present operator of the wireless device.