Monica is a former data engineer turned developer advocate, who now works to improve the lives of other data engineers by creating informational resources, speaking at conferences, and writing about her experiences in the data space. As a data engineer, she spent her time primarily developing and supporting data pipelines for both near-real time analytics and batch processing.