Kate Weber is a Senior Data Scientist at John Snow Labs who specializes in healthcare natural language processing and data standards. While completing her Ph.D. at the University of Michigan, she built algorithms to detect and classify evidence of substance use disorder in clinical notes, and pioneered approaches to using artifacts in the data annotation process to get the most out of precious labelled resources. Her background in technical infrastructure and data engineering helps her understand the scope of the challenge facing enterprise health informatics teams. On her own time, she races bicycles and maintains the technical infrastructure for her family's home-brewing and beekeeping adventures.