Virangna graduated from the Queen Mary University of London with an LL.M. First Class, specialising in Alternate Dispute Resolution (ADR), IPR and human rights. She secured her B.A. LL.B. (Hons.) degree from O.P. Jindal Global University.
Her Master’s dissertation was on Mandatory Mediation and her main area of interest is ADR. She also worked with multiple human rights organizations, including the National Campaign on Dalit Human Rights (NCDHR) during her undergraduate degree.