While the potatoes are cooking, heat olive oil in a large pot over medium-high heat. Add onions and garlic and cook until the onions have softened, about 5 minutes. To the pot add the chicken stock, milk, chipotle peppers, cumin, coriander and the cooked potatoes. Bring to a boil, reduce heat to low, and simmer 10 minutes.