Warren is currently Head of Real Estate Investment Solutions, driving digital transformation for the GIC Real Estate business, spanning 9 offices globally. In his current capacity, he also manages the overall data and analytics strategy and advises real estate teams on the integration of data (alternative and traditional) and quantitative methods into their investment process. Embedded with the business, his team collaborates with investment teams on data-driven questions that can be solved through the application of programmatic data analysis, statistics, and machine learning as well as develop insights through alternative and traditional datasets and analytical methods that can help dev