Hi,

Better try sponsorship change from husband to wife for your kid [ with a Personal NOC from your Husband clearly mentioning that Kids Father is leaving country ].
Apply immediately with all the documents ASAP with and since the kid is born in Qatar you have chances to get RP under your sponsorship.

Good Luck !