Location: Europe (CET)
  Remote: Yes
  Relocation: No
  Technologies: Python, SQL, FastAPI, ETL, AI/LLM systems
  Résumé/CV: Available on request
  Email: inquire.hn@pm.me

Recently:

• Built and deployed a production RAG platform (Python, FastAPI, React, Qdrant), including ingestion pipelines, hybrid retrieval, ranking/debugging workflows, and tooling to improve retrieval quality, reliability, and system stability as datasets scaled.

Previously:

• 10+ years building and owning backend, data and reporting systems across ERP, BI, integrations

• Responsible for reliability and audit integrity of business critical systems in multinational operations

• Led technical delivery teams across engineering, finance, IT

• End-to-end delivery in independent product/founder environments

Primarily interested in short to mid-term contract or project based engagements. Open to longer term collaboration where there is strong mutual fit.

  Location: Europe (CET)
  Remote: Yes
  Relocation: No
  Technologies: Python, SQL, React, FastAPI, ETL, AI/LLM systems
  Résumé/CV: Available on request
  Email: inquire.hn@pm.me

Recently:

• Built and deployed a production RAG system (Python, FastAPI, React, Qdrant), including hybrid retrieval, ingestion, and backend APIs with improved retrieval quality and system stability as dataset scaled (ranking fixes, logging, debugging workflows)

Previously:

• 10+ years building and owning backend, data, and operational systems (ERP, BI, internal tools)

• Strong experience with messy data, integrations, and production debugging

• Delivered full systems end-to-end, including APIs, data pipelines, and internal tools

• Led technical delivery across cross-functional teams in complex corporate environments

Best fit: Backend or AI engineering roles where you need someone to quickly build, debug, or stabilize systems through API design & integrations, data pipelines, or LLM-powered features.

Open to contract engagements with possibility for longer term collaboration.