March 2025: nf-core/rnafusion stability and data integrity improvements. Implemented critical fixes to ensure reliable HGNC dataset retrieval and improved documentation clarity, reducing downstream errors and supporting consistent pipeline runs.

November 2024 highlights across nf-core/methylseq, nf-core/sarek, and hartwigmedical/hmftools. Key features delivered include documentation enhancements for methylseq sample naming conventions, and targeted documentation polish in hmftools to improve accuracy and readability. Major bug fixes focused on pipeline reliability and user-facing clarity: nf-core/sarek bcftools_annotations channel initialization fix to prevent stalls, with updated test snapshots; multiple spelling corrections in hmftools docs to improve professionalism and reduce support friction. Impact: reduced pipeline stalls, clearer onboarding for users, and improved maintainability of docs. Technologies/skills demonstrated: cross-repo collaboration, documentation hygiene, test snapshot maintenance, and familiarity with Channel-based data flows (Channel.value vs Channel.empty) in nf-core/Sarek.