Michael is Research Principal at Chartis Research, with over 25 years of experience across algorithmic trading, market structure research, and quantitative analytics. Before joining Chartis Research, Michael had research and trading roles at TABB Group, Pavilion Global Markets, Credit Suisse, Daiwa Securities, Credit Agricole, and Development Bank of Singapore (DBS). Michael has a PhD in Econometrics, is a Chartered Financial Analyst (CFA), a Chartered Market Technician (CMT), and has been a guest speaker at over 30 trading technology conferences