| Jul 2007 to Apr 2008 | Post-doc: Member of Technical Staff, Information Division, DSO National Laboratories Field of research: Cognitive architecture (advisor: NG Gee Wah) |
| Jan 2007 to Jul 2007 | Post-doc: Research Fellow, Department of Pharmacy, National University of Singapore Field of research: Process optimization, Anomaly detection (advisor: CHEN Yu Zong) |
| Jul 2001 to Dec 2006 | Doctor of Philosophy, National University of Singapore Thesis: Machine learning approaches in pharmacokinetic and toxicity prediction (advisor: CHEN Yu Zong) |
| Jul 1999 to Jun 2000 | Bachelor of Science (Pharmacy) with Honours, National University of Singapore Dissertation: Is there a common pharmacophore for quinolinyl antimalarials? (advisor: NGIAM Tong Lan) Awarded first class honours. |
| Jul 1996 to Jun 1999 | Bachelor of Science (Pharmacy), National University of Singapore Pass with merit. |
| Apr 2008 to present | Assistant Professor, Department of Pharmacy, National University of Singapore |
| Jul 2007 to Apr 2008 | Member of Technical Staff, Information Division, DSO National Laboratories |
| Jan 2007 to Jul 2007 | Research Fellow, Department of Pharmacy, National University of Singapore |
| Jan 2005 to Dec 2006 | Teaching Assistant, Department of Pharmacy, National University of Singapore |
| Jun 2004 to Dec 2005 | Teaching Assistant, Department of Computational Science, National University of Singapore |
| Jul 2000 to Jun 2001 | Pre-registration Pharmacist, Centre for Pharmaceutical Administration, Health Sciences Authority |
| Jul 2001 to May 2004 | NUS Research Scholarship, National University of Singapore |
| Jan 2002 to Dec 2002 | President’ Graduate Fellowship, National University of Singapore |
| Jan 1997 to Jul 1998 | Dean’s list, National University of Singapore |