I will rag for your complex tasks

Basic RAG for Your Business Your Problem, My AI Solution

I build custom RAG (Retrieval-Augmented Generation) systems that help businesses turn their documents, knowledge bases, and internal data into reliable AI assistants.

Whether you need a simple document Q&A chatbot or a more advanced RAG pipeline with hybrid search, vector databases, reranking, metadata filtering, citations, guardrails, and evaluation, I can build it around your specific business problem.

What I can build:

• PDF, Word, Excel, website & database-based RAG
• Document Q&A and knowledge assistants
• Semantic & hybrid search
• Vector databases and embeddings
• Reranking and retrieval optimization
• Metadata filtering and access control
• Citations and source-based answers
• RAG guardrails and hallucination reduction
• Query rewriting and contextual retrieval
• RAG evaluation and performance testing
• API deployment with FastAPI
• Dockerized production-ready systems

You don't need to know what type of RAG you need. Tell me your problem, show me your data, and I'll design the right solution.

Your problem. My solution. Powered by RAG.