My primary research interest areas include Trusted AI/XAI, Computer Vision, Signal Processing/synthesis, Graph neural network, and Reinforcement learning. I have successfully defended my PhD in computer science under UKIERI fellowship from Ulster University in collaboration with IIT Kanpur, India, where I have worked in the areas of machine learning (ML) and deep learning (DL) for neural signal processing. With my knowledge and experience as a software developer and AI consultant, I have worked on many R&D projects to create business value. A ceaseless aspirant for knowledge, I am a developer, a programmer and have overseen SRInnoxy Corporation as Director, R&D, Computer Science Head, MRIIC and guided multiple projects with IIT Madras and IIT Patna. Salient features of my experience include the areas of Deep Learning, Biomedical Research, Fluid Interface, Brain-Computer Interfacing, Image Processing, and Holography among others.