I build the data layer that AI products run on. At AiPi Solutions I ingest multi-million-record patent corpora into PostgreSQL, model them as an ArangoDB knowledge graph, and embed them into a Qdrant vector index so they are searchable. I work spec-first: write the spec, write the tests, then the implementation, then deploy and verify in production. Before this I owned CRM, integration, and AI automation infrastructure end to end at ReeLabs, and did R&D tooling and analytics at Bosch.