For the shrimp, in a medium bowl, whisk together chili powder, cumin, paprika, and pepper. Add shrimp and toss until evenly coated. Heat olive oil in a skillet over medium-high heat. Add shrimp and cook until opaque and cooked through, about 4 minutes.