Salt and pepper to taste. In a large, heavy saucepan, heat oil and saute onions and garlic until softened but not brown. Add cumin, thyme, salt and pepper. Stir to blend. Add rice, and stir to moisten all grains. Add boiling water and cook, tightly covered, over low heat until rice has absorbed all the liquid, about 20 minutes.