LLM / RAG Engineer
Projects focused on RAG, local and cloud LLM usage, Ollama, LangGraph, ChromaDB, prompt boundaries, context retrieval, vector memory, and contextual search.
Projects focused on RAG, local and cloud LLM usage, Ollama, LangGraph, ChromaDB, prompt boundaries, context retrieval, vector memory, and contextual search.
These projects show how RAG work depends on retrieval quality, permission boundaries, fallback behavior, and clear separation between generated text and deterministic system actions.