Arsh completed his MSc in Computer Science working in the Trustworthy AI Lab under Professor Peter Lewis and Professor Apurva Narayan (co-supervisor) at Ontario Tech University. Before this, he obtained a Bachelor’s degree in Mechanical Engineering from Dayalbagh Educational Institute, India, in 2019 and worked for two years as an Associate Software Engineer at Clairvoyant LLC. His research interests are machine learning, trustworthy AI, and applying AI in the healthcare sector, during his thesis, Arsh focused on discovering tradeoffs between fairness and accuracy in machine learning systems. Outside of research, he is a huge fan of cricket and football.