ROSEGATE tech is based on experience from academia (physics/mathematics) and high-tech industry. The academic approach helps to reduce the complexity of todays financial markets into low dimensional models. This prevent overfitting and allows to use a single model to multiple trading securities and timeframes. The models are put to the test in our own -award winning- systematic trading fund. This fund runs on an in-house developped algorithmic trading system, supported by the architecture experience from high-tech industry.