Heat olive oil in a large skillet or Dutch oven over medium heat.
Season the chicken pieces with salt and black pepper.
Add the chicken to the skillet and brown on all sides, about 5-7 minutes. Remove the chicken from the skillet and set aside.
In the same skillet, add the chopped onion, bell pepper, and garlic. Cook until softened, about 5 minutes.
Stir in the rice and cook for 2-3 minutes, allowing it to lightly toast.
Add the tomato sauce, chicken broth, cumin, paprika, oregano, and turmeric. Stir to combine.
Return the chicken to the skillet, making sure it is submerged in the liquid.
Bring to a boil, then reduce heat to low. Cover and simmer for 20-25 minutes, or until the rice is cooked and the chicken is tender.
Stir in the frozen peas and sliced olives. Cook for an additional 5 minutes until the peas are heated through.
Garnish with chopped cilantro or parsley.
Enjoy your meal!