Extern Outmation

Problem

Solution

Tech Stack

Architecture

Features

• ✓Engineered AI-powered document processing pipelines for 200+ page mortgage files using OCR technologies including Tesseract OCR, PaddleOCR, and PyMuPDF, enabling scalable document extraction and parsing.
• ✓Developed a Retrieval-Augmented Generation (RAG) system using LlamaIndex for intelligent document search, classification, and contextual retrieval workflows.
• ✓Improved retrieval accuracy and system performance through embedding optimization, chunking strategies, vector search tuning, and intelligent routing logic.
• ✓Delivered technical documentation, demo UI, and evaluation reports validating OCR accuracy, retrieval precision, and system readiness for production deployment.

Future Improvements

• →Staying up to date with the AI/LLM in Python
• →Enhance the AI powered document processor to extract and parse the document better with keywords and better OCR and libraries that are being used.