your baby will need a visa to enter qatar, i had this problem a few weeks ago. i would try to organized your baby's visa before arrival. if not the baby will have to enter on a tourist then u have to get the family visa before going for you rp. i hope this helps.
and my baby was 2 1/2 months when i brought her here.