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Dipal Ray has a strong background in production planning and engineering. From 2009 onwards, Dipal worked at Cosmo Films Limited as an Executive Engineer, where they managed production planning and related activities for the Vadodara unit. Their key responsibility was to ensure optimum utilization of available manufacturing resources. Prior to that, Dipal worked as a Junior Engineer at Nima Engineering Pvt Ltd from 2008 to 2009, where they were responsible for production planning at the Vadodara plant, as well as managing third party quality inspection of machines and preparing machine SOP manual and quality test reports.

Dipal Ray began their education at the Sigma Institute of Technology & Engineering (Polytechnic) in 2006, where they pursued a diploma in Mechanical Engineering for a period of two years, completing their studies in 2008. Following this, in 2008-2009, Dipal enrolled at the Indira Gandhi National Open University to further their education, earning a diploma in engineering with a focus on computer integrated manufacturing. Dipal then pursued an advanced diploma in computer integrated manufacturing from the same university from 2009 to 2010. Dipal continued their studies at the Indira Gandhi National Open University and completed their Bachelor's degree in Computer integrated manufacturing in 2012.