In a skillet over medium heat, brown ground beef until fully cooked. Drain well.
Add cumin, garlic powder, chili powder, cayenne pepper, salt and pepper. Mix into drained ground beef until well coated.
Place ¼ of the romaine lettuce on a dinner plate. Top with equal portions of avocado, tomato, onion, black olives and ground beef.