I will build scalable cost effective deterministic llm applications

Need a smart document chatbot that answers questions from unstructured data e.g. in PDFs XBRLs? I architect end-to-end RAG pipelines that deliver accurate, cited answers with semantic search and hybrid retrieval.

Proven expertise: Architected a production financial analytics platform analyzing capex cycles, order books, and business trends using Python, MongoDB vector search, DuckDB columnar queries, and custom rank fusion algorithms. Delivered semantic search across financial documents with LLMs for deep insights.