Expert
8+ years experience

MongoDB across Node.js services and the NotNull Online Rust backend. On NotNull Online: single knowledge_items collection as source of truth for chat, admin, and SEO; Atlas Search for keyword retrieval; Atlas Vector Search for semantic RAG; catalog projections that omit embeddings for efficient per-request grounding context.