Santhosh enhanced data integrity and reliability across the Sanketika-Obsrv/obsrv-api-service and obsrv-automation repositories by developing features for safer dataset workflows and schema management. He addressed frontend-backend data mismatches and stabilized schema updates, implementing idempotent database migrations using SQL and Go to support repeatable deployments. In December, he delivered system event logging with connector context, enriching logs with metadata to improve observability and debugging. His work involved backend development, data transformation, and logging, focusing on robust, maintainable solutions that reduced stale configurations and enabled faster incident response. The depth of his contributions strengthened platform reliability and operational transparency.