The domain name was registered with RegisterFly at the time and it was a simple process to transfer it. I just had to know the buyer's e-mail address.
They accepted it immediately and a few weeks later it was turned into junk and is completely unrelated to what the domain name conveys.
Oh well, I got my money less Paypal fees. :-)