Worked on ROCm/TheRock and pytorch/pytorch repositories, focusing on robust package management and build system reliability. Developed multi-distribution package management for rocm_sdk_devel in Python virtual environments, ensuring accurate metadata handling and cross-distro deployment for enterprise Linux environments using Python and package management skills. Validated the solution with comprehensive testing and detailed documentation. Later, addressed a performance regression in PyTorch’s Conv2D FP16 on Windows by refining CMake HIP build flags, removing dead code, and improving optimization flag application. Leveraged expertise in CMake, debugging, and performance optimization to enhance build reproducibility and throughput across both Linux and Windows platforms.