Developed a data snapshot feature for the AI-Artisans/bda_cs41s1 repository, focusing on enabling analytics and governance workflows for customer service operations. The work involved creating a portable SQL dump of the customer_service table using SQL and database management skills, then committing this artifact to version control to ensure reproducibility and facilitate onboarding for data teams. By providing a referenceable dataset, the solution improved analytics readiness and supported data-driven decision making. No major defects were addressed during this period, with efforts concentrated on establishing a foundation for future analytical pipelines and enhancing the repository’s support for data governance and analysis.