Remove from the heat and gradually whisk in the milk until smooth. Bring to a boil over medium-high heat, whisking. Reduce the heat and simmer, whisking occasionally, until the sauce is creamy, 8 to 10 minutes. Add the nutmeg and season with salt and pepper.