From Wiktionary, the free dictionary
In imitation of oh my God.
oh my Allah
- (humorous) oh my God!
- Used other than figuratively or idiomatically: see oh, my, Allah.
Although Muslims do often call God Allah in English, this is chiefly used by non-Muslims irreverently.