20+ years of corporate and investment banking and consulting experience. Portfolio includes corporate lending and syndication deals, corporate finance transactions, mergers and acquisitions, and fund raising exercises in origination, structuring and execution roles. Currently based in Singapore, international experience includes stints in the United States, Malaysia, Hong Kong and Thailand. Strong focus on real estate sector, with cross industry exposure. Developed a working understanding of how data can be leveraged to enable better business decisions, and gain an edge in communication skills to bridge between business and tech stakeholders. Acquired Python, SQL, data visualization and machine learning skills for data science with Le Wagon Singapore.