I build reliable AI assistants and retrieval-augmented generation systems that answer from your own documents, databases, and business knowledge.

What you get: • RAG architecture and semantic search • Document ingestion, parsing, chunking, and embeddings • Grounded conversational experiences with citations • OpenAI and LangChain integrations • Evaluation, guardrails, performance tuning, and deployment

Ideal for internal knowledge tools, customer-support assistants, research products, and AI features inside an existing SaaS platform. I’ll recommend the right architecture after reviewing your data sources and use case.