Your question is Middleware to Optimize SQL. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you design a middleware service that translates abstract user interactions into optimized SQL queries for diverse data warehouses like Snowflake, BigQuery, and Redshift?