CAPABILITY · DATA

Data as knowledge infrastructure

The structure of the data determines the reliability of everything built upon it.

PDF extraction, normalisation, databases, SQL, PostgreSQL, SQLite and SQLAlchemy. I apply the same rigour to technical and business data: an explicit contract, validation and queries that can be explained.

01

Documents that become tables

PDFs and specifications do not stay files. They become records with a source.

02

Database as a contract

The schema is how the system tells the truth about the domain.

03

Technical and business data

The vocabulary changes; the method and rigour remain the same.

Project / Start

Have something that needs to become real?

Tell me the starting point: a problem, an idea, a process or a brand. You don’t need a perfect brief — just know what needs to change.

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