At AIML Labs Pvt. Ltd., I design and deploy ML models and NLP pipelines, and integrate them into production systems. I’ve built RAG workflows using LangChain, FAISS, and Pinecone, and deployed real-time inference through FastAPI.
On a multi-agent customer support chatbot project, I designed intent detection and dialogue management with LangGraph, and implemented escalation and persistent memory. The project achieved an 85% first-contact resolution rate, reduced support costs by 40%, and improved CSAT by 22 points.
