I am currently a Ph.D. student in Systems Design Engineering and working under the supervision of Dr. Ning Jiang and Dr. James Tung. My research interests are in Applied Machine Learning, Biosignal analysis, and Neural Engineering & Rehabilitation. I am currently investigating the effect of simultaneous action observation and motor imagery on the ability to induce motor cortical plasticity. Specifically, I am developing novel methods of quantifying this using EEG. In addition to this, I am also investigation novel methods to decode the phases of imagined gait from EEG. I have also contributed to the literature on Steady-State Visually Evoked Potentials (SSVEP-BCI) investigating different EEG channel selection methods, the development of novel deep learning-based detection algorithms, and augmented reality interface design for SSVEP BCIs. Before starting my Ph.D. I have obtained my Masters in Applied Science in Systems Design Engineering at University of Waterloo, under the guidance of Dr. Ning Jiang. My bachelors degree was in Electronics and Communication Engineering from PES Institute of Technology, VTU, Bangalore, India.