Gsethuramara contributed to the sonic-net/sonic-mgmt, sonic-buildimage, and sonic-utilities repositories, focusing on backend development and CLI robustness using Python, Shell, and YAML. Over two months, Gsethuramara delivered a targeted bug fix to candidate port filtering logic, ensuring correct inclusion criteria and a four-port cap, which stabilized management workflows. They expanded test coverage by adding sFlow testing support and improved test reliability for Marvell Teralynx hardware through Python 3 compatibility upgrades and XFAIL skips. Additionally, Gsethuramara enhanced CLI error handling, reducing tracebacks and clarifying error messages, demonstrating depth in test automation, CI/CD, and cross-hardware troubleshooting within complex systems.