Aaron Byrne
Head of Data Science at Barclays UK
Aaron has developed numerous successful machine learning based products and capabilities across banks in Europe and Asia. His academic background is in physics and simulation science.
Sessions
06-15
10:30
40min
Training and Deployment of ML models at scale in a Risk Controlled Banking Environment
Arun Kundgol, Aaron Byrne
Controlled environments such as banks are characterized by stringent data governance, model risk policies and operational protocols. These present unique challenges for data science teams to deliver business and customer value. While these constraints manage model and technology risk, they often impede agility and experimentation - key drivers of innovation in data science.
This talk discusses how we've managed to scale model training and deployment by 10X with our existing on-prem data science platform.
Warwick