Worked on code quality improvements across the llama.cpp and whisper.cpp repositories, focusing on enhancing maintainability and readability in C++ codebases. Delivered targeted refactoring of matrix multiplication functions, removing redundant operators and standardizing formatting to reduce cognitive load for contributors. Coordinated SYCL-related cleanups to ensure consistency between projects, which helped mitigate potential merge conflicts and streamlined future development. Emphasized software maintenance by implementing changes that preserved existing behavior while making the codebase more approachable for onboarding and safer for future refactoring. Utilized C++ and SYCL expertise to deliver two features that improved code clarity without introducing functional changes or bug fixes.