At Atlas Copco India Ltd., I built an agentic AI assistant for Autodesk Inventor using three ReAct agents for ASME compliance, sheet-metal manufacturability, and fastener selection. I used LangGraph, Azure OpenAI, Self-RAG, and human approval for live CAD changes.
I deployed the agent service with FastAPI, Docker, and an Azure DevOps CI/CD pipeline, supported by automated tests and labelled LLM evaluation cases. I also built P&ID extraction with YOLOv11 and PaddleOCR, achieving 97.2% mAP@50.
At Xylem Water Solutions India Pvt. Ltd., I supported distributors, key accounts, and end customers, partnering with sales managers on tenders. I selected pumps to match customer specifications and project requirements and prepared technical proposals.
For Sustainable Travel Analytics & High-Carbon Prediction, I analyzed business-travel records and built an XGBoost model to predict high-carbon trips. I also co-authored a Springer paper on machine vision-based tool-life prediction, which achieved 97% prediction accuracy.
