I will build a rag chatbot or ai document QA system using llms

Need an AI assistant that knows YOUR data, not generic ChatGPT?

I'm Dr. Jody-Ann Jones, Ph.D. Data Scientist & AWS Certified ML Engineer. I build RAG systems that let you chat with your documents with citations and minimal hallucinations.

WHAT I BUILD

- Document Q&A (PDFs, Word, Confluence, SharePoint, Notion)

- Customer support AI assistants

- Internal knowledge base chatbots

- Research & compliance document retrieval

- Semantic search over proprietary data

WHAT SETS MY RAG APART

- Hybrid search (vector + BM25 keyword matching)

- Source citations on every response

- Conversation memory for multi-turn chat

- Role-based access for enterprise

- Audit trails for regulated industries

PROVEN RESULTS

- 100K+ docs indexed, sub-second retrieval

- 92% recall@5 on regulatory documents

- Passed SEC audit on first attempt

- Zero hallucinations in compliance-critical deployments

STACK

LangChain, LlamaIndex, OpenAI, Claude, Pinecone, Weaviate, ChromaDB, FastAPI, Streamlit

Message me with what data you want searchable. I'll recommend the best approach.