I apply cutting-edge machine learning to real-world problems in finance, health, supply chains and beyond. I’ve led this work at senior levels within major institutions—including Aspect Capital ($7bn AUM), UBS ($500bn+ pa trading), Imperial College London (medical AI), and Unilever (supply chain optimisation). Even fine wine pricing hasn’t escaped my modelling.
I'm also an entrepreneur, having founded and advised startups across FinTech (Thought Machine), healthcare logistics (Informed Actions), and commodity forecasting (ChAI). I provide AI consulting to global hedge funds and investment banks—helping them translate academic advances into commercial edge.
I maintain close academic ties as a fellow or honorary lecturer at Imperial, UCL, and the University of Cambridge, working to bridge the gap between theoretical innovation and pragmatic deployment.