Gurtu is an Indian surname. Notable people with the surname include:

Atul Gurtu (born 1946), Indian physicist Nilkanth Gurtu (1925–2008), Sanskrit teacher Shobha Gurtu (1925–2004), Indian singer Trilok Gurtu (born 1951), Indian percussionist and composer