Preheat oven to 425°.
Arrange half of tortilla wedges in a single layer on a large baking sheet; lightly coat wedges with cooking spray. Bake at 425° for 8 minutes or until crisp. Repeat procedure with remaining tortilla wedges and cooking spray.
Heat oil in a medium saucepan over medium-high heat. Add cumin, chili powder, and garlic; cook for 30 seconds, stirring constantly. Add pinto beans, and bring to a boil, stirring frequently. Reduce heat to medium, and simmer 10 minutes. Partially mash bean mixture with a potato masher until slightly thick. Place 8 chips on each of 6 plates. Spoon about 1/2 cup bean mixture evenly over tortilla chips on each plate; top each serving with about 2 1/2 tablespoons queso fresco, 2 1/2 tablespoons salsa, and 2 1/2 tablespoons avocado. Sprinkle each serving with 1 tablespoon cilantro.