Shape ground beef into roll, about 3″ in diameter. Seal in plastic wrap; put in freezer.
Cut roll of beef into 12 slices, ½″ thick. Sprinkle with salt and pepper; lay slices of cheese on half of them. Top with remaining slices of beef, pinching sides together.