Currently working at Kingfisher (B&Q, Screwfix) on causal ML applied to demand forecasting for DIY retail, before that I was doing NLP for Reach Plc. (InYourArea.co.uk) and MLOps / LLM for Sojern (travel marketing).
During my PhD I studied the learning dynamics (reinforcement learning) of multi-agent systems, interpreted through game theory.