Answer: Congratulations!
It should be okay, as long as you don’t have a two-year home residency requirement attached to your J-1 Au Pair visa.
Usually, au pair are not subject to sec. 212(e) requirement, but you should check your visa and J-1 paperwork before applying for a green card through adjustment of status based on marriage to a U.S. citizen.