Thaw shrimp, if frozen, under cool running water. Pat dry with paper towels.
In a small bowl, toss shrimp with olive oil, salt and pepper.
In a wok, or skillet, preheated to MED heat, cook shrimp for about 2 minutes, tossing frequently. Place cooked shrimp on a plate and set aside. Wipe out wok/skillet.