Gayathri focused on backend development and database administration for the timescale/timescaledb repository, addressing a critical issue in compression policy reporting. She identified and fixed a bug that caused misreporting of successfully compressed chunks, refining variable usage in the SQL codebase to accurately reflect both successful and failed compressions. To ensure long-term reliability, she introduced a regression test into the continuous integration suite, locking in correctness for future updates. Her work improved the accuracy and observability of compression metrics, directly supporting business needs for precise policy enforcement. This contribution demonstrated depth in SQL development and a methodical approach to data reliability.