Heat the oil in a large skillet over medium heat; add ground red pepper, garlic and bay leaf; cook for 2 minutes, stirring constantly.
Raise skillet heat to medium-high and add shrimp; sauté until opaque (about 4 minutes); remove from heat and sprinkle with salt. Discard bay leaf.
Sprinkle with chopped parsley and serve with lemon wedges.