Ouadie El Farouki contributed to the intel/sycl-tla repository by developing PVC-compatible GemmUniversal3x emission, focusing on code generation and library integration using Python. He implemented PVC-aware architecture identification within GemmOperation, standardizing instance naming and preparing the codebase for future third-party library integration and PVC-specific optimizations. In addition, he addressed a configuration issue in the PVC GEMM path by enabling automatic StageCount selection for is_xe scenarios, which improved compatibility and reduced manual tuning. His work enhanced hardware compatibility, maintainability, and CI reliability, demonstrating a thoughtful approach to architecture-aware development in a large-scale compute library environment.