At iOPTIME Pvt Ltd, I built production machine learning models for EV battery analytics that achieved 91% prediction accuracy, and developed FastAPI services for a Ford-affiliated research team in the UK. I also rebuilt AuditX, a six-agent auditing system using LangChain and LangGraph, and reduced response latency from 8–10 seconds to 3–5 seconds by moving its inference backend to vLLM.
At CSERA (Private) Limited, I improved object detection accuracy by approximately 12% through YOLOv8 experiments and OpenCV preprocessing. I’ve also built end-to-end MLOps pipelines and AI agent projects, including a real-time voice receptionist and a multi-agent automation hub.
