I’m a machine learning enthusiast working on applications such as Software Engineering and Document Analysis and Recognition. I’m currently working on validating the real-world feasibility of the DPMs in the real-world testing environments. In addition to that, I’m also working towards addressing reliability challenges that are imposed by the defect prediction models. As specified above, my focus is also on providing the practical feasibility of the well-trained handwritten character recognition models. I’m the Assistant Professor of Computer Science and Engineering at National Institute of Technology Calicut (NITC), Kerala, India. I completed my PhD in the department of Computer Science and Engineering, National Institute of Technology, Warangal (NITW), India. Prior to joining the NITW, I’ve completed my masters from the University of Hyderabad, India.