02Projects
A collection of projects that combine AI, data and domain knowledge to solve real challenges in finance, risk and regulation — with the evaluation, controls and operational thinking around the model treated as part of the build.
Can an AI agent review financial regulation without pretending to know what it doesn’t? An agentic RAG system that reads lending documents, checks them against FCA regulation, cites the evidence it relies on and routes uncertain cases to human review.
What does credit decisioning look like when traditional credit history isn’t enough? A BNPL risk intelligence platform for thin-file customers, combining modelling, monitoring, explainability and governance.
The highest-scoring model isn’t necessarily the model you should deploy. A production-style fraud pipeline built around cost-aware decisioning, explainability, champion–challenger testing and drift monitoring.
More work
The homepage stays focused on three flagship builds; this library is designed to grow with the portfolio.