04 / Services
Custom data & database systems
I make scattered documents and data reliable, searchable and usable by other systems.
Explore the capability →01 / The problem
Problems
- Important information is locked in documents, spreadsheets or formats that people and software cannot query reliably.
- The same data exists in multiple sources with different names, structures or values, and it is unclear which one is correct.
- Reports, automations or AI systems use data whose origin, transformations and validation cannot be reconstructed.
02 / The solution
What
I bring information from documents, spreadsheets, exports and databases into a shared structure. I extract, normalise, validate and connect the data so that it can be queried and integrated without repeatedly returning to the original source.
What I build
- Extraction, normalisation and validation pipelines across documents and heterogeneous sources.
- Data models and databases that accurately represent the domain and relationships between information.
- APIs and data layers that make information available to products, automation, reporting and AI systems.
03 / What you get
Deliverables
- 01
A documented data model with entities, relationships and field meanings.
- 02
Normalised and validated data, with checks on key transformations.
- 03
A stable way to query or integrate information without depending on the original files.
05 / How I work
Process
- 01
Understand — Sources, users, questions and required level of reliability.
- 02
Structure — Entities, relationships, rules, provenance and data contract.
- 03
Build — Extraction, normalisation, databases, APIs and checks.
- 04
Validate — Real cases, quality, anomalies, traceability and queries.
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.