Projects

01 / Projects

In development Limited detail 2025–2026

AI Yacht Pricing System

A technical-data system that turns yacht documentation into structured knowledge and pricing logic.

The project is shown at the level of problem, architecture and capabilities; some implementation details remain reserved.

01 · The problem

Technical documents, PDFs and scattered specifications cannot be priced by hand without losing time, consistency and traceability.

02 · The idea

Treat pricing as a data problem first. Extract, normalise, store, then apply AI only where judgment is needed.

03 · The system

A pipeline from technical documents to quotation: extraction, normalisation, database, AI assistance, pricing logic.

04 · The implementation

Built around a PDF intelligence pipeline, a structured database and an AI layer that reasons over normalised technical data — not over raw files.

05 · The next step

Complete the quotation loop, tighten validation and connect the knowledge engine to the engineering assistant.

The architecture

  1. 01 Technical documents
  2. 02 PDF extraction
  3. 03 Normalisation
  4. 04 Database
  5. 05 AI
  6. 06 Pricing logic
  7. 07 Quotation

Technologies

  • Python
  • FastAPI
  • PostgreSQL
  • SQLAlchemy
  • vLLM
  • Qwen

Categories

AI · Engineering · Data

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