During February 2026, contributed to the immich-app/immich repository by enhancing the developer onboarding process and improving readiness for machine learning features. Focused on DevOps and Docker, updated the ml-hardware-acceleration.md documentation to clarify hardware acceleration setup, making it easier for users to configure ML capabilities. Refined the docker-compose.yml workflow by reordering steps, guiding users to add the image tag before uncommenting the extends section, which reduced common onboarding errors. All changes were implemented using Markdown and tracked through a dedicated pull request, resulting in clearer, more actionable instructions that streamlined setup and accelerated experimentation with ML features.