Worked on the ultralytics/ultralytics repository to enhance the Construction-PPE dataset documentation by introducing a dedicated section on business value. Focused on articulating how PPE detection supports safety compliance and risk management within the construction industry, the work emphasized clear value storytelling and regulatory alignment. Leveraged skills in computer vision and data analysis to ensure the documentation accurately reflected the technical and operational impact of the dataset. Used Markdown to deliver well-structured, traceable documentation improvements, linking changes directly to specific commits for reproducibility. The contribution supported customer objectives by clarifying the dataset’s role in safety and compliance workflows.