Machine learning engineer working on risk decision systems for financial infrastructure.

I build Python systems that turn quantitative signals into decisions a firm can defend. My work sits where modelling meets operations: fraud detection, operational risk and the reduction of unnecessary customer friction. The emphasis is on systems that are traceable,testable and suitable for inside real financial enviroments.