Marcin Popowicz expanded hardware installation support for Hailo on Raspberry Pi devices within the blakeblackshear/frigate repository, focusing on compatibility with newer Raspberry Pi OS versions such as Bookworm and Trixie. He updated installation documentation and the user_installation.sh script using bash and markdown, addressing driver conflicts and PCIe descriptor errors to improve reliability across x86 and ARM architectures. His work included refining post-reboot driver state checks by leveraging system administration techniques, ensuring accurate kernel driver verification. The enhancements streamlined onboarding and reduced support overhead, demonstrating depth in scripting and documentation while delivering robust, cross-platform installation processes for end users.