Sreeparvathy is a legal academic whose research spans the fields of Criminal Law, Labour Law, and Conflict of Laws. She completed her undergraduate legal education from the National University of Advanced Legal Studies (NUALS), Kochi. She specialised in Criminal Law and Human Rights Law during her postgraduate studies at the Indian Law Institute, New Delhi.

Sreeparvathy has more than a decade of experience in academia. She began her career as a member of the faculty at National Law University, Jodhpur (NLUJ). She has also been a visiting faculty at National Law School of India University, Bengaluru (NLSIU), National University of Advanced Legal Studies, Kochi, and the Cochin University of Science and Technology (CUSAT). Her doctoral work concerns care work and its gender dimensions, vis-à-vis the Indian labour regime.