A scammer took the money and did not deliver the items. What to do?

Hello all,

I am based in the UAE; however, I have been a victim of scammers recently and am facing much distress.

I ordered some items like an iPhone, a laptop, AirPods, a Play Station, and smartwatches, and paid the whole payment upfront, but that scammer didn't deliver anything to me.

I lost almost 15,000 AED, and now I have opened a case against the scammer with Dubai Police.

I transferred the payment through an exchange by domestic transfer inside the UAE via 10 transfers because the scammer kept citing the delay in delivery and asked for more and more money to deliver the order.

I admire that I had enough stupidity to transfer the payment with almost blind faith in the scammer.

I have all the WhatsApp conversations which happened between me and the scammer, and all the payment confirmation slips, and the Emirates ID of the scammer.

My concern in writing this email is to get the money back from the scammer.

Thanks!