Heat a nonstick skillet or wok over medium-high heat. Spray lightly with oil, then add shrimp seasoned with salt, pepper, garlic powder, and soy sauce.
2 lb raw shrimp, 1 tbsp garlic powder, 3 tbsp low-sodium soy sauce, ½ tsp salt, ½ tsp black pepper, 1 tbsp sesame oil