Deeplata has done her M.Sc. in Chemistry from Banasthali Vidyapeeth, Rajasthan and M.Tech. in Polymer Science and Technology from IIT, Delhi. She is an alumni of "Women-Scientist Scholarship Scheme WOS-C (KIRAN IPR) in Intellectual Property Rights granted by Patent Facilitating Centre, Technology Information Forecasting Assessment Council (TIFAC), Department of Science and Technology, Government of India. She is a qualified Patent agent.

Deeplata has 2.5 years of experience in research and development in the R&D department of Polyplex Corporation Ltd. She also has 3 years of experience in IPR having expertise in Patent Prosecution, Patent Specification Drafting, Prior Art Searches, Freedom to operate, Invalidation Searches.

Her domain is in Life Sciences, Pharmaceutical Sciences, Healthcare, Agrochemicals, Biochemistry and Biotechnology