02 / Systems
Data systems
Raw information becomes reliable knowledge. Without provenance, structure and validation, AI and automation can lie elegantly.
How it works
I extract data from its sources, structure and validate it while keeping its origin traceable. I define entities, relationships and rules before exposing the information to queries, APIs or models. The database is a contract, not a container.
The architecture
- 01 Source
- 02 Extract
- 03 Structure
- 04 Validate
- 05 Database
- 06 Query
Technologies
- PostgreSQL
- SQLite
- SQLAlchemy
- SQL
- Python