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Education
- Ph.D., Department of Industrial Systems Engineering and Management, National University of Singapore
- B.Sc., Department of Statistics and Data Science, National University of Singapore
 Research Interests
- Industrial applications of machine learning and generative AI
- Fintech and Web3 technologies
- ESG investing and analysis
 Industry Experience
- Technical Analyst, Investment Banking Emerging Market, Credit Suisse, 2014-2015
 Professional Membership
- Chartered Fintech Professionals, Global Fintech Institute
- Financial Risk Manager, Global Association of Risk Professionals
- Research Affiliate, Sustainable and Green Finance Institute (SGFIN)