Developed and integrated the ALICE3 Data Quality (DQ) data model and analysis workflows within the AliceO2Group/O2Physics repository, establishing a foundation for automated data quality checks and efficiency calculations. The work focused on designing robust data structures and workflow automation to support ALICE3 DQ integration, enhancing data quality visibility and reproducibility of QA signals. Leveraging C++ for implementation, the approach emphasized algorithm design and data modeling to streamline the data-to-physics pipeline. This targeted, single-commit contribution laid the groundwork for future ALICE3 DQ deployment, demonstrating strong version control practices and a methodical approach to software development and data analysis.