Ravi Kashyap is a quantitative specialist at IHS Markit in Hong Kong, advising investment firms on transaction cost analysis methodologies and multi-factor alpha generation models. He has held similar roles at Morgan Stanley, Merrill Lynch and Citigroup in Hong Kong and New York. He is a research affiliate of the City University of Hong Kong, holds an MBA from the Leonard N. Stern School of Business.