Worked on the intel/intel-xpu-backend-for-triton repository to enhance backend reliability for AMD hardware by addressing stability issues in the FP64 MFMA path. Focused on compiler design and GPU programming using C++ and MLIR, the work involved refining the handling of FP64 MFMA intrinsics to ensure that tf32 precision was ignored for fp64 operations. This approach maintained correct intermediate representation and prevented invalid IR during element packing, reducing the risk of runtime errors and asserts. No new features were introduced during this period, as efforts centered on bug fixing and performance optimization to support smoother deployment on AMD devices.