About

Why this exists and what I optimize for.

I write about reproducible computational science: production-grade bioinformatics (microbiome/metagenomics), research software engineering, and occasionally team culture.

I combine 10+ years in industry engineering with 5+ years in scientific research.

What I optimize for:

  • Correctness: results you can trust
  • Reproducibility: others can re-run and verify
  • Maintainability: pipelines that survive new cohorts and new people
  • Delivery: clear scope, validation, and reliable execution

Boundaries:

  • I only use public information and public datasets.
  • I do not share confidential or unpublished work from any employer or collaborator.

No endorsement:

  • This is a personal site. Views are my own and do not represent or imply endorsement by any employer or institution.

If you want to report an issue or suggest a topic, please use the Contact page.