Eoin developed comprehensive documentation for the Edge Impulse SDK Zephyr integration within the nrfconnect/sdk-zephyr repository, focusing on streamlining machine learning model deployment on embedded Zephyr devices. He structured the documentation to include module overviews, integration steps, and deployment workflows, using reStructuredText to ensure clarity and maintainability. By aligning the content with Edge Impulse tutorials and clarifying licensing requirements, Eoin enabled faster onboarding for developers and improved compliance for external module use. His work leveraged skills in Zephyr, embedded systems, and documentation, resulting in a reusable module that simplifies ML deployment and supports efficient, production-ready workflows for Zephyr projects.