At RandomTrees, I developed RAG pipelines for enterprise document search and question answering, and built document intelligence systems that extracted structured data from invoices and engineering drawings.
I also designed AutoGen-based agents for email and invoice processing, integrated GPT-4o for invoice extraction and anomaly detection, and optimized retrieval by migrating to FAISS indexes. In my current freelance work with XLairs, I evaluate LLM outputs for reasoning accuracy, instruction adherence, and factual grounding.
