Data Engineering with dbt

dbt brings software engineering discipline to SQL transformations — version control, testing, documentation, and modularity. I use dbt to build transformation layers that turn raw ingested data into business-ready models with full lineage tracking. For organizations struggling with undocumented SQL scripts scattered across notebooks, dbt provides a single source of truth for every metric definition, tested and deployed through CI/CD like any production codebase.