Worked on backend and data management features for the Sanketika-Obsrv/obsrv-api-service and obsrv-automation repositories, focusing on improving data integrity and system observability. Addressed schema update reliability and dataset management by refining SQL migrations and automating cleanup of stale configurations during schema changes, using Go and SQL. Enhanced the alignment between frontend and backend data structures to ensure consistent workflows. In obsrv-automation, implemented system event logging enriched with connector metadata, improving traceability and debugging across services. The work emphasized robust backend development, database management, and logging, resulting in safer deployments, more reliable updates, and improved incident response for the platform.