As a Software Architecture Technical Leader, Jim Miloser takes a strategic approach in creating innovative products at Ford that leverage existing organizational capabilities for near term solutions while organically growing the organizations knowledge for future solutions. Current focus areas include: • Vehicle Service Oriented Architecture • Micro and Macro in-vehicle Service definition and integration • Cloud to Vehicle connectivity solutions • Vehicle Service and API cataloging • Vehicle peripheral data standardization and taxonomy for all sensors, illumination, motors, actuators and switch devices Jim also regularly competes against the top global AI/ML and data science practitioners on the Kaggle platform (https://www.kaggle.com/jmiloser). He applies modern AI/ML techniques to help solve real world problems in the areas of computer vision, image segmentation, time series and tabular problems within the medical and environmental domains.