I am a Data Scientist and ML Engineer at Pesapal Limited, specializing in fraud detection, financial risk, and intelligent decision systems. I designed and deployed a machine learning pricing and profitability engine that leverages merchant and customer behaviour to recommend dynamic pricing rates, alongside a predictive credit risk model that identifies potential default risks early.
Previously, as a Junior Software Engineer/ML Engineer, I developed anomaly detection models for transactional streams that reduced fraudulent chargebacks by over 68%.
I also built end-to-end machine learning pipelines and containerized ML services using Docker, enabling reliable deployment of production ML solutions.My work includes graph-based merchant-customer analytics for uncovering complex fraud patterns, as well as NLP and speech-processing pipelines for analyzing customer interactions.
I hold a B.Sc. in Statistics from the University of Nairobi.

