In a large skillet, heat the olive oil on medium heat. Once hot, add the shrimp, garlic, cumin, chili powder, red pepper, and salt. Cook, about 5 minutes, until shrimp are firm and cooked through. Let cool.
Divide the rice between 4 meal prep containers, the rice should fill about half the container. Place 4 shrimp in each container on top of the rice. Place the beans, corn, tomatoes, and cheese in 4 piles, each ingredient should have their own pile. Sprinkle the cilantro over top of all the ingredients. Cover and seal. Refrigerate until ready to serve.