Crucially, Arabizi is not a simple transliteration of Arabic, under which each Arabic letter in some orthography is replaced by a Latin letter (as is the case in the Buckwalter transliteration used widely in natural language processing but nowhere else).
it is not straightforward to convert Arabizi to Arabic.