01 / The problem
Unclear relationships and inconsistent records make features difficult to change. Data rules should survive beyond a single interface.
// capabilities/data
Data modeling
Engineering approach · see the professional profile for documented experience.
02 / The approach
Model entities, ownership and relationships around the business. Use constraints for integrity and plan versioned migrations with rollback or recovery steps.
03 / What to define
A documented schema, relationship model, migration strategy and integrity checks.
// next step
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