Sambid pradhan

▸ Lead GenAI Architect across enterprise client engagements in healthcare, retail, and financial
services.
▸ Designed and delivered production-grade Agentic AI, RAG, and LLM orchestration systems using
LangGraph, LangChain, and Azure OpenAI.
▸ Architected a custom n8n-style agentic automation platform for Cigna (US Healthcare), replacing
expensive UiPath RPA licensing with an intelligent, Temporal-orchestrated workflow engine.
▸ Established LLMOps/MLOps standards: CI/CD pipelines, full observability with LangSmith + Dynatrace,
model drift monitoring, and automated retraining workflows.
▸ Mentored cross-functional teams, defined architectural patterns, and drove AI transformation roadmaps
for enterprise clients.

▸ Built end-to-end ML pipelines for retail overpayment recovery — automating claims extraction, vendor
classification, and payment prediction.
▸ Developed NLP-based email NER system achieving 98% classification accuracy for vendor
communication automation.
▸ Implemented computer vision invoice extraction (YOLO v5) delivering 40% efficiency gain and 50%
reduction in manual processing time.
▸ Automated vendor claims pipeline recovering over $5M in annual revenue with a 30% reduction in
outstanding payments.