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Mrunali Parate started their work experience in 2015 as a Senior Engineer at Tata Elxsi. Mrunali worked in this role until January 2018. In 2018, they joined Blaize as a Software Engineer II and worked on BLAS Library and deep neural networks. Their role at Blaize ended in April 2021. Currently, since May 2022, they are working as a Compiler Engineer at Celestial AI.

From 2011 to 2015, Mrunali Parate attended D. Y. Patil Pratishthans D.Y. Patil College of Engineering in Pune, where they pursued a Bachelor of Engineering degree in the field of study of Entc.