In a wok or large sauté pan over medium-high heat, warm the oil. Stir in the garlic, ginger, and jalapeño and cook for 30 seconds. Add the shrimp and red pepper flakes and cook until cooked through, 2 to 3 minutes. Garnish with cilantro sprigs and serve with lime wedges.