According to Richard Seroter, the Gemini CLI has significantly streamlined the process of generating data schemas and creating large-scale sample records for BigQuery datasets. Previously a cumbersome task, Seroter highlighted that he can now design and deploy these datasets directly from the command-line interface, showcasing the tool's efficiency and practical applications in data management.