Worked on the intel/sycl-tla repository to enhance GEMM operation support for Intel PVC architectures using Python, focusing on code generation and library integration. Developed a PVC-compatible emission path for GemmUniversal3x, introducing architecture-aware detection and consistent naming conventions to improve maintainability and enable future third-party library integration. Addressed configuration reliability by implementing an automatic StageCount setting for PVC GEMM operations, reducing manual tuning and improving CI stability. The work demonstrated a methodical approach to library development, emphasizing hardware compatibility and maintainability while laying a foundation for further PVC-specific optimizations within a large-scale compute library environment.