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Born in Bengaluru in 1953, she completed high school at Bishop Cotton Girl’s High School in 1968, and then attended Mount Carmel College, Bengaluru.
Singh completed her education at Delhi Public School, RK Puram in 2001, and then pursued an electrical engineering degree at the Indian Institute of Technology, Madras (IITM).
She then went on to earn an MBA from the Kellogg School of Management (the business school of Northwestern University, a private research university in Evanston, Illinois).