Mayur Kodche

About Mayur Kodche

AI Engineer at EXL, specializing in Intelligent Document Processing (IDP) and building cutting-edge solutions with Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG). I focus on transforming complex business challenges—particularly in document automation and intelligence—into scalable, impactful applications.At Cognizant (Client: Nike), I architected and deployed a production-grade RAG chatbot using Databricks\' Mosaic AI, which reduced manual query resolution time by 50% and achieved 95% accuracy in live interactions. This involved processing unstructured documents and implementing vector search to improve response times by 40%.Now at EXL, I\'m applying this expertise to build next-generation document AI systems that extract, understand, and process information at scale.Core Expertise:🧠 LLM & RAG Architecture Intelligent Document Processing (IDP) & OCR Databricks, Mosaic AI & Vector Search Natural Language Processing (NLP) Production ML (MLflow, Model Serving) Apache Spark, Airflow & PySpark Python, SQL & Cloud Platforms (AWS)I\'m passionate about pushing the boundaries of Generative AI and am currently building the future of document intelligence at EXL. Let\'s connect! 🤝

Experience

1. Assistant Manager, Services - Analytics

   EXL

   Aug 2025 — Present

   Specializing in Intelligent Document Processing (IDP) and Document AI, I build advanced systems that extract and analyze information from unstructured documents using OCR (Tesseract), computer vision, and Large Language Models.Core Focus Areas:• Document AI Pipeline Development: Building end-to-end systems for text extraction from images, PDFs, and scanned documents• OCR & Text Recognition: Implementing and optimizing Tesseract OCR and computer vision models for accurate text extraction• LLM Integration: Enhancing extracted text understanding using Large Language Models and RAG frameworks• Data Structuring: Transforming unstructured document data into actionable insights and structured formats• Quality Assurance: Implementing validation frameworks to ensure high accuracy in document processing pipelines

Education

• Birla Institute of Technology and Science, Pilani

  Master of Technology - MTech, Data science and engineering

• Lal Bahadur Shastri High School, Udgir

  Secondary School (SSC)

• Pimpri Chinchwad Education Trust'S. Pimpri Chinchwad College Of Engineering

  Bachelor's degree, Computer Science

• Maharashtra Udaygiri Mahavdiyalaya, Udgir

  Higher Secondary School (HSC)