Michael Markowski has been engaged in the capital markets since 1977. The first 15 years of his 42 years of market experience has been spent as a stockbroker, portfolio manager, venture capitalist, investment banker, and analyst. Since 1996, Markowski has been involved in the financial information industry and has developed research, information, and products that have been used by investors to increase their performance and reduce their risk. His analysis of crashes, including the crash of 2008, has enabled him to develop an algorithm to predict crashes including Brexit.