The correct answer is Charan Singh, who served as Prime Minister from July 1979 to January 1980 but never faced the Lok Sabha. His government fell before he could seek a vote of confidence. Chandra Shekhar, V.P. Singh, and I.K. Gujral all faced the Lok Sabha during their tenures.