Plan and execute end-to-end sampling for microbiome research across clinical, environmental, food, and aquaculture settings. You'll design studies, select sampling frames, implement contamination-aware collection and preservation, perform nucleic-acid extraction and QC, and prepare MIxS-ready metadata. Includes a mini pilot run to validate your workflow.