John is an expert in leveraging legacy data sources to provide comprehensive, multi-faceted insights, enabling cross-functional teams to collaborate more effectively. John has saved his company at least $40M in productivity and capital avoidances through the development of tools that drove cost decisions with fewer manual hours of data analysis.John personally sought out an opportunity to work with a colleague to drive the adoption of a new data standard that would modernize the data coming from manufacturing operations and unlock Industry 4.0 capabilities. Enabled by this connection, John developed an application now running on a large portion of the company's tester fleet that enables them to stream test data and receive inputs from models running on the edge, in order to optimize test time and cost.John is also a passionate mentor and teacher, having served as track chair and given multiple presentations at internal conferences. He has coached both new hires and seasoned professionals in adapting to their changing work environments, through the development of new skills such as Python, SQL, and Unix.