How to actually implement FAIR (Findable, Accessible, Interoperable, Reusable) data principles in bioinformatics projects — with concrete tools, metadata standards, and code.
Read moreA practical introduction to Snakemake — why it matters for reproducible bioinformatics and how to structure your first workflow.
Read moreA deep dive into Nextflow DSL2 — how to design modular, reusable pipeline components that scale from a laptop to an HPC cluster or the cloud.
Read moreA practical guide to building minimal, reproducible Docker images for bioinformatics tools — and converting them to Singularity for HPC use — with real Dockerfiles and CI/CD integration.
Read more