I don’t think the bank will get involved if it was a bank transfer.
As Joss said, try going through Facebook.
Also, report it to Action-fraud online. If they’ve done it a few times others may have reported them and though you may not get your money back, the fraudster may get some comeuppance.
Enyaq EV