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Ayan has a diverse work experience spanning several industries. Ayan co-founded and served as the Chief Product Officer at Kruzr, an AI-powered mobility safety platform that analyzes and predicts causes of accidents. Ayan then worked as a Cloud Engagement Manager at Ankercloud GmbH and later as the VP of Products at Roadzen. Ayan also held the role of Product Manager at Ziligence, where they developed a big data analytics platform. Prior to that, Ayan worked as a Consultant at Zinnov and Capgemini, and as an International Sales Engineer at Exotel Techcom Private Limited. Ayan co-founded MyShipMate.in, a logistics solutions company, and was involved in research internships at Greentech Knowledge Solutions (P) Ltd. and the National Institute of Solar Energy.

Ayan completed their high school education at Loyola High School in Patna, from 1997 to 2009. Following this, they proceeded to the Birla Institute of Technology and Science, Pilani, where they pursued a dual degree program. From 2009 to 2014, they earned a B.E.(Hons.) in Chemical Engineering and an MSc.(Hons.) in Biological Sciences.