Over a three-month period, this developer contributed to intel/compute-benchmarks, intel/llvm, and oneapi-src/unified-runtime by delivering four features and resolving a key bug. Their work included modernizing SYCL benchmark loops to improve maintainability and future-proofing, as well as optimizing command buffer finalization to enhance runtime efficiency. They stabilized CI pipelines by marking known SYCL Graph interop test failures as expected on Intel PTL GPUs, improving test reliability and traceability. Using C++, SYCL, and CI/CD practices, they also managed dependencies and documentation updates, ensuring robust performance benchmarking and reliable graph workload execution across evolving hardware and software environments.