At StoneBrite Solutions Pvt Ltd., I build and optimize RAG pipelines with LangChain, FAISS, and Pinecone, and develop GenAI applications using Python and FastAPI.
On the Agentic Vision System for Branch Inventory Audit, I developed an AI-based workflow for image analysis, OCR extraction, inventory validation, and discrepancy detection. It achieved 94.7% accuracy compared to manual audits and reduced turnaround time from 3 days to under 40 minutes.
I also designed an Enterprise RAG Based Chatbot that retrieves information from large document datasets to provide context-aware answers. I developed its document ingestion, embedding, indexing, and retrieval workflows, and optimized prompts to reduce hallucinations.
My work includes integrating LLM APIs with backend services and evaluating models for reliability. I use tools and platforms including LangGraph, GPT-4o Vision, AWS Textract, PostgreSQL, and LangSmith.
