Mishka is interested in the history of psychiatry in colonial and apartheid South Africa. She completed her bachelor's degree at Rhodes University in South Africa, and her master's degree at New York University, where she researched the intellectual history of colonial psychiatry in the Cape Colony. Mishka is a recipient of the Fulbright Foreign Student Scholarship and the Mandela Rhodes Scholarship.