now forget about transfer, just get out then come back after 2 weeks some how, your new compagny will submit your doc to get the visa for you.

however, the extra days now you spent you need to pay, 200 QR per day, so inform your new company with this method, then leave.

Before that get the offer letter with you.

all the best