I am currently an Assistant Policy Researcher at RAND Corporation as well as a PhD Fellow at the Pardee RAND Graduate School. I have a Bachelor of Engineering in Electrical and Electronics Engineering from the University of Nottingham, Malaysia Campus, Asia Pacific. I worked as an engineer for seven years in the oil and gas sector before switching to policy analysis. My areas of research expertise/interests include emerging technology, energy, ethics, and diversity, equity and inclusion.