Staff engineer building agentic procurement systems on open-weight models. Sovereign EU inference (gpt-oss, Qwen3), self-hosted TEI embeddings and cross-encoder reranking, hybrid retrieval over controlled vocabularies. Previously graph NLP and geospatial CV.