Ingrid Halvorsen

Focus

Data work in Python and SQL: schema design, query performance, and pipelines that re-run without damage.

How they work

Designs the constraints up front. Tunes a query against EXPLAIN, not a hunch.

What they handle

• Schema and data-model design
• PostgreSQL and SQLite work
• Migrations
• Query optimization and indexing
• ETL and data pipelines