K. Kanwal is a Ph.D. student at the Department of Electrical Engineering Ziauddin University and has a student scholarship under HEC Indigenous Scholarship batch V. She did her B.E in Biomedical Engineering in 2014 and M.E in Mechatronics Engineering in 2016 from NED University, Pakistan with distinction. Her research interests include Biomedical signal acquisition, analysis and processing, Machine learning, and Rehabilitation Engineering.