05 / Systems

Engineering systems

Technical expertise, digitised. Documents, specifications, rules and domain knowledge become a verifiable system for search, configuration, quotation and decision support.

How it works

I connect technical sources to a domain model that represents entities, specifications, relationships, rules and constraints. On that foundation, I build search, configuration, calculation or AI assistance while keeping every result traceable to the data and rules that produced it. AI applies structured knowledge without replacing it.

The architecture

  1. 01 Technical Sources
  2. 02 Domain Model
  3. 03 Rules / Constraints
  4. 04 Retrieval / Calculation
  5. 05 Assistant / Configurator
  6. 06 Verified Output

Technologies

  • Python
  • PostgreSQL
  • FastAPI
  • vLLM

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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