Paige Roberts has worked as an engineer, trainer, support technician, technical writer, industry analyst, marketer, product manager, and consultant in over 25 years in the data management and analytics industry. She has built data engineering pipelines, architected, documented, and tested open source analytics implementations, and questioned a lot of assumptions. Paige has worked for companies like Pervasive, the Bloor Group, Actian, Hortonworks, Syncsort, Vertica, and thatDot. Now, she promotes understanding of streaming graph analytics, distributed data processing, open source, large-scale data engineering architectures, and how the analytics revolution is changing the world.