Walnut Algorithms is a technology firm focused on applying the latest advances in data science and machine learning research to the financial markets. We combine advanced machine learning techniques with financial expertise to generate absolute return investment strategies. We develop sophisticated trading models able to continuously learn and improve. The strategies are designed to identify meaningful patterns forming in the financial markets with high levels of confidence. They scale over numerous assets globally and intelligently self-adapt to changing market conditions. Walnut Algorithms will start managing third party assets from 2017.