Worked on the SEMOSS/Semoss repository to enhance backend stability by addressing a bug related to Python cleanup routines. Implemented a safety mechanism in Java that checks if Python is enabled before executing Python-specific cleanup logic, using the PyUtils.pyEnabled() guard within the InsightUtility component. This approach prevented runtime errors in sessions where Python was disabled, improving reliability across mixed deployment environments. The solution reduced downtime and simplified operational maintenance for non-Python deployments. The work demonstrated a strong focus on backend development and cross-language integration, ensuring that cleanup routines only execute when appropriate, thereby increasing maintainability and traceability of the codebase.