At Trafigura, I led the Finance Analytics & Data Science workstream, applying analytics, data science, optimization, and Agentic AI to Trade Finance and Treasury. My work covered solutions from ideation through production delivery, including working capital and cash management optimization, funding optimization, and forecasting and planning.
At Kantox, I led the Data Science/Analytics team and was responsible for analytics project creation, architecture, delivery, and team management. I also worked on AML and fraud detection at Santander Global Tech, and on treasury, risk, and financial analytics at Barclays and IBM Risk Analytics.

