Worked on enhancing the DEEPX documentation within the ultralytics/ultralytics repository, focusing on branding and terminology consistency to support integration with Ultralytics YOLO models. Applied technical writing and documentation skills using Markdown to standardize capitalization and references to the DEEPX format and its components. This update improved clarity and reduced ambiguity for developers, streamlining onboarding and fostering better cross-team collaboration. The work did not involve runtime code changes but reinforced documentation quality standards, making it easier for teams to adopt and maintain DEEPX integrations. The approach emphasized maintainability and alignment across documentation, supporting long-term project scalability and support efficiency.