Contributed to the JuliaGPU/pocl repository by developing and optimizing core OpenCL program loading and object detection features using C, C++, and OpenCV. Enhanced runtime performance by refactoring SPIR-V program loading to prioritize modern OpenCL interfaces and implemented binary caching to enable efficient reuse of compiled program binaries. Introduced a Non-Maximum Suppression kernel leveraging OpenCV’s DNN utilities to improve object detection workflows. Addressed reliability for large build program requests by routing them through a slow queue and resolved memory safety issues, including dangling pointers and buffer handling. Focused on maintainability and code quality through improved error handling and clang-tidy compliance.