It begins with the software system WinORS and its support for Artificial Intelligence, Quantitative Finance, and Data Science


WinORS with its tight integration to the E-Book, “Applied Risk Management: Derivatives, Neuroeconomics, and Automated Trading” (ARMDAT) creates an experiential learning environment in the class-room.
Neural networks, Predictive & prescriptive analytics, Multivariate statistics, Option and futures, Hedging, Neuroeconomics, Behavioral finance, Time-series, Robust optimization, Non-linear multiple-objective modeling...
Some advantages of trading with WINKS automated trader:
Rats are excellent traders for up to 20 minutes - we encode rat neural circuitry into WINKS for continuous trading




Some of our multi-year consulting projects





National and International Impact



"The Role of Supervised Learning in the Decision Process to Fair Trade U.S. Municipal Debt", 2018
Co-Chairs, EURO Working Group on OR for Development (EWG-ORD).
“The steering committee... was... impressed with my understanding of derivative contracts... contango and backwardation”
- Student, University of Rhode Island.
“"…the 'Normalized Method 1' did very well… your best was better than the recursive portioning - something I haven't been able to say for most methods. ... would be interested in continuing/expanding the… collaboration to address multivariate problems. Congratulations ...a great job”
- Pfizer Researcher, Groton, CT.