Dr. Joneja is an Associate Professor and the Division Chair for the Division of Rheumatology.  Along with Dr. Stephen Archer, she coordinates Medical Grand Rounds for Queen's University Department of Medicine. 

Dr. Joneja is a graduate of Queen's University medical school, and completed postgraduate training in Internal Medicine and Rheumatology at Western University. She has completed a Master of Education degree (Health Professional Specialization) from the Ontario Institute of Studies in Education at the University of Toronto. Her interests in medical education include role modeling in postgraduate medical education, the hidden curriculum, professionalism and transformative learning.

She is the recipient of the Associated Medical Services Phoenix Fellowship for the Phoenix Project: A Call to Caring.