Daniel Prole
Senior Machine Learning & Ai Engineer @Lloyds Banking Group
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WORK HISTORY
Senior Machine Learning & Ai Engineer @Lloyds Banking Group
EDUCATION
Cardiff University / Prifysgol Caerdydd
Master's degree (MPhys), Astrophysics
Cardiff University / Prifysgol Caerdydd
Doctor of Philosophy - PhD, Astronomy
ABOUT DANIEL PROLE
Senior Machine Learning Engineer with experience leading the design and deployment of production ML systems in financial services. My work focuses on building end-to-end machine learning platforms that move beyond experimentation to deliver real-world impact. At Lloyds Banking Group I have led projects including real-time fraud detection systems, enterprise transaction classification engines, and personalised marketing platforms generating ~£20m annual uplift. Alongside building ML systems, I focus on raising engineering standards within data science teams — introducing software engineering best practices, mentoring engineers, and helping teams transition from research-driven workflows to robust production systems. Before industry, I completed a PhD in Astronomy applying statistical modelling and machine learning to large observational datasets.
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