Shivendra Dubey was born in Bina, District Sagar, Madhya Pradesh-470113, India. He received the Bachlor of Engineering degree in Computer Science and Engineering from the RKDF Institute of Science & Technology, Bhopal, India in 2010, Master of Technology degree in Computer Science & Engineering from the Radharaman Institute of Technology & Science, Bhopal, India, in 2014 and the PhD degree in Computer Science and Engineering is submitted from Jaypee University of Engineering and Technology, Guna, MP, India. He has more than 14 years in teching. Currently, he is working with Parul University of Engineering and Technology, Vadodara, Gujarat,  in the Department of Computer Science and Egnineering. Currently.  He has published 3 articles and SCI reputed journal, 9 reseasrch papers published in scopus proceeding conferences, and apx 20 paper published in international journal, 2 book chapter, and 1 book also published. His research interests include machine learning, neural network, and artificial intelligence. Dinesh Verma is a life time member of IFERP. He organised and attented various FDPs, workshops, seminor.