D. Ramana Kumar received a Master of Technology (M. Tech) in Computer Science and Engineering (CSE) from Bharath University, Chennai, in 2009, and Pursuing Ph.D. in Computer Science & Engineering from Jawaharlal Nehru Technological University Hyderabad (JNTUH), Hyderabad. He is having 18 years of Teaching Experience. His initial academic appointment was worked as a Lecturer in MCA Dept. at Adarsh PG College of Computer Science, Mahabubnagar in 2000. He moved to the Department of Computer Science & Engineering as an Assistant Professor at Sri Indu College of Engineering &Technology, Sheriguda village, Ibrahimpatnam, Hyderabad in 2002 and further he worked Various reputed Engineering Colleges. In 2019, he joined in the Department of Computer Science & Engineering at Anurag Group of Institutions, Venkatapur, Ghatkesar, Hyderabad as an Assistant Professor. He is a Life Members of Indian Society for Technical Education (ISTE) and International Association of Engineers (IAENG).
“A Prediction of Twitter Sentiment Class using Bi-directional Long Short Term Memory with Self-Attention Layer Mechanism”. International of Advanced Trends in Computer Science and Engineering, 9(5), September – October 2020, 6888 – 6891 6892 Volume 9, No.5, September – October 2020.
“Detecting Severity of Liver Fibrosis Classifier Using Machine Learning”. Assessment(2558-2565) Drugs and Cell Therapies in Hematology (WoS), ISSN: 2281-4876) Volume 10 Issue 1,2021.
“A self-attention layer mechanism based modified bi-directional long short term Memory for twitter sentiment classification” . Journal of Theoretical and Applied Information Technology ISSN: 1992-8645 www.jatit.org E-ISSN: 1817-3195 30th April 2021. Vol.99. No 8 .
