At PolyAI, I work on enterprise AI for global banks and investment firms, including fraud detection, risk analysis, and compliance automation. I developed workflows that replaced manual model deployment with a shared process for training, validation, and release, and RAG solutions that let auditors trace answers to their sources.
At Kyakabi Group, I set the strategic direction and technical roadmap for a technology group delivering AI, data, and telecom solutions across East Africa. I contributed agentic systems and custom RAG pipelines that moved AI research into business workflows, and a high-availability telecom platform that reached 99.99% uptime.
At Fintricity, I worked on sovereign AI architectures and RAG pipelines for regulated, distributed data environments. I helped bring generative AI into secure production while preserving data privacy and improving platform interoperability.
Earlier, I worked on real-time security and fraud pipelines at Swimlane and Revolut, recommendation systems for The Game Company, and cloud and automation platforms at Maingen and Better Days Robotic Kitchens. I focus on taking AI systems from prototypes into production with the infrastructure, observability, and governance needed to earn trust.
