Case Study
ecommerce-dbt
End-to-end dbt pipeline on DuckDB with tests, docs, and CI.
data
Context
Analytics teams need reproducible dbt patterns that cover modeling, testing, docs, and CI from day one.
Approach
Created an end-to-end e-commerce pipeline on DuckDB with layered models, schema tests, and docs generation in CI.
Architecture
Raw staging -> intermediate transforms -> marts -> schema tests/docs -> CI validation.
Results
Produced a reusable analytics engineering starter that emphasizes reliability and maintainability.
Lessons
Automated testing and docs are not polish; they are core delivery infrastructure.
Artifacts
If I had 2 more weeks...
Add semantic layer examples and freshness SLA checks.