Yeah, especially the Genoese. They dominated the Black Sea slave market all throughout the 1300s and the early 1400s, they used to buy them from the Mongols, on the Black Sea Northern shores, and ferry them (so to speak) down South to Pera (across the Golden Horn from Constantinople) where they were selling them.