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 real financial environments.