Worked on the Ultimagen/ugbio-utils repository to enhance the interpretability and reliability of bioinformatics data processing. Developed a feature that expresses cell barcode (CBC) statistics as percentages, making failure rates easier to understand for stakeholders and supporting faster decision-making. Addressed a defect in the statistics collection pipeline by aligning mean_read_length calculations with trimmer output and refining data type handling to ensure accurate reporting across integer and float values. Utilized Python and applied skills in bioinformatics, data analysis, and data processing to deliver targeted, maintainable improvements that support downstream analytics and reporting, while laying groundwork for future metric enhancements.