I am a research fellow at the Division of Cardiac Surgery, Massachusetts General Hospital.

My research interests are:

  • Machine learning in cardiac surgery
  • Cardiac surgical outcomes 
  • Cardiac surgical techniques
  • Cardiovascular tissue engineering
  • 3D bioprinting / printing
  • 3D segmentation / virtual reality:


  • MBBS (Bachelor of Medicine, Bachelor of Surgery), National University of Singapore
  • PhD in Cellular and Molecular Medicine, Johns Hopkins School of Medicine