Worked on enhancing the reliability and maintainability of memory operations in the FlagTree/flagtree repository by focusing on the ScanOp execution path. Refactored the ScanOp conversion logic using C++ and MLIR to improve how memory operations are handled at the backend level, reducing the risk of misinterpretation during deployment. Introduced new debugging capabilities that allow tracing of values throughout ScanOp execution, which streamlines issue diagnosis and supports safer memory management. The work emphasized backend development practices, resulting in a more robust and traceable memory operation workflow, and delivered a targeted feature that strengthens the foundation for future enhancements in the codebase.