She conducts research on offending patterns, forensic risk assessment tools, and understanding offending behaviour. Prior to her research portfolio, she was a practicing clinician who provided group interventions for violent offenders. She completed her Bachelor of Social Sciences (Honours) from National University of Singapore and holds a Doctorate in Clinical Psychology from James Cook University, Australia. She is also currently an Adjunct Assistant Professor at the National University of Singapore.