Shoulder Muscles. The deltoids are the muscles of your shoulder, which play a crucial role in rotating your arm. Strengthening these muscles will help you put more force in your wind-up, allowing you to throw the ball harder. Among the most effective shoulder-strengthening exercises are the standing military press, seated dumbbell press and upright rows.