Pat O'Sullivan is a Senior Technical Staff Member for IBM Industry Models with 25 years’ data warehouse (DW)/industry models experience. He is responsible for various aspects of models integration with such technologies as data lake, big data/Hadoop, DW appliances, ETL tools, and master data management. Recently, Mr. O'Sullivan has been leading an initiative to incorporate machine learning into processes to integrate the IBM Industry Models into the data lake infrastructure. Previously, he was involved for many years in banking models development and was one of the original team members that created IBM’s Banking Data Warehouse – a suite of DW models that have been licensed by over 400 financial institutions worldwide. Mr. O'Sullivan holds a bachelor of science degree in computer applications from Cork Institute of Technology, Ireland. He can be reached at firstname.lastname@example.org.