Over a two-month period, contributed to bioinformatics tooling by developing an end-to-end RNA velocity analysis pipeline for the K-Dense-AI/claude-scientific-skills repository, leveraging Python and scVelo for data loading, preprocessing, velocity estimation, and visualization. Enhanced reproducibility and transparency by providing comprehensive documentation for IQ-TREE 2 phylogenetic inference and implementing configurable, reusable scripts. In the bioconda/bioconda-recipes repository, extended RastQC with a new Rust-based package for Oxford Nanopore long-read quality control, integrating it into Bioconda to support reproducible QC workflows. Demonstrated strengths in RNA sequencing, package management, and collaborative documentation, focusing on scalable, maintainable solutions without reported bug fixes.