Worked on the ROCm/onnxruntime repository to enhance stability and compatibility by addressing a specific narrowing issue in the XNNPACK integration. Focused on C++ development and algorithm design, the work involved refactoring code to replace gsl::narrow with a more compatible narrow function, thereby improving cross-compiler and library compatibility. This targeted bug fix reduced potential runtime errors related to type narrowing and strengthened build reliability for ONNX Runtime in ROCm environments. The approach emphasized maintainability and performance optimization, laying groundwork for future enhancements while ensuring that the codebase remains robust and easier to support across diverse development toolchains.