05 / Systems

Engineering systems

The technical craft 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 representing 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 assists the domain; it does not replace 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

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.

WhatsApp