Sulejmani is an Albanian and Gorani surname. Notable people with the surname include:

Alban Sulejmani (born 1998), Macedonian footballer Erkan Sulejmani (born 1981), Albanian footballer Miralem Sulejmani (born 1988), Serbian footballer Skumbim Sulejmani (born 1986), Albanian-Swiss footballer Valmir Sulejmani (born 1996), German footballer

See also Soleymani (disambiguation)