There is nothing else I can do to reverse the transaction, am I right?

Nope. Consider your money gone.
Why would you deal with newbies without any feedback or reputation on the forum? You could have used an escrow? Sorry for your loss but you shouldn't be sending money first to random strangers on the internet. I left him a negative rating and supported your flag. Seems like you're not the first person he scammed here.