If your baby doesn't complete 3months either baby borne in doha or in other country you can travel at any time without baby's RP and have to come back before the completion of babys 3months age. After entering into Qatar you have to apply for baby's RP with in one month.

But baby shouldhave passport. Birth certificate and Vaccination Card is must to carry along with the baby.

Thank you,