During August 2025, Sushmita focused on foundational engineering work for the Xilinx/onnx-mlir repository, emphasizing maintenance and release preparation rather than feature delivery. She stabilized continuous integration pipelines, ensuring consistent test suite results across environments, and updated contributor guidelines to streamline onboarding and collaboration. Sushmita also revised documentation to clarify the release process and began planning for future performance profiling. Her work leveraged C++ and Python within the MLIR/ONNX-MLIR integration context, utilizing CMake for build system improvements and applying CI/CD best practices. This period reflected a depth of attention to code hygiene and project readiness, laying groundwork for future enhancements.