Trading System Lab Information

Trading System Lab was formed to fill the need for improved design techniques of mechanical Trading Strategies using Machine Learning. TSL's belief is that Machine Learning based automatic design will continue to drive strategy development moving forward. The recent stock and credit market meltdowns have shown, once again, that traditional long-only money management suffers severe downside risk, forcing the discovery of novel Trading Strategies. This continues to drive an ongoing, determined effort by TSL to enhance the performance metrics of Trading Strategies for High Frequency and longer-term trading. As evident by the high attrition rate of Hedge Funds, clearly there is a need for tooling that supports the strategy designer. With over 15 years of experience in the development, design and deployment of Machine Learning based Trading Strategies, TSL is well positioned to provide the strategy designer with powerful ML design tooling. TSL's effort has produced the first high speed "smart designer" algorithm that provides for the automated, rapid design of financial Trading Models. Using DAS™ strategy designers can adjust strategy design criteria "during ML design" a substantial capability unique in this space. Use of this technology has initiated a paradigm shift with TSL's machine designs outpacing human designs in independent testing.