Ms. Shivangi Tyagi is working as an Assistant Professor of Computer Science & Information Technology Department in KIET Group of Institutions, Muradnagar, Ghaziabad, UP. She is having 4 years of teaching experience in academia. Ms. Shivangu Tyagi has completed her B.Tech. (CSE) from UPTU, M.Tech.(CSE) from Jaypee Imstitute of Informatrion Technology, and she is pursuing her doctorate in computer science from SRM University, Chennai. She has published and presented research papers in national and international conferences. Her current areas of research are machine learning, data mining, material informatics. She has recently published 2 patents. She is also a professional member of ACM and IAENG.