Both football sides have reached the deal with an option to buy until end of 2021-22 season, the Turkish club said in a statement.
Luyindama, 28, helped Galatasaray win one Turkish Super Lig title, one Turkish Cup and one Turkish Super Cup.
DR Congolese defender produced five goals and two assists in the 79 matches for the Turkish club.