I've built production AI systems at IIT Kharagpur and Diagno-See, Volkswagen Group Digital Solutions, and Rashmi Mind Technologies. My work spans healthcare automation, enterprise knowledge systems, and real-time computer vision.
At Volkswagen Group Digital Solutions, I built an enterprise RAG knowledge assistant across 500+ internal documents using LangChain, Azure OpenAI, Pinecone, FAISS, FastAPI, and React. I improved grounded retrieval and citations while helping automate approximately 70–80% of repetitive onboarding and knowledge queries.
More recently, I've built DICOM pipelines across 1,200+ paired hospital imaging records and deep-learning workflows for CR-to-DR X-ray enhancement. I also deployed ANPR, PPE, and fire-detection systems across 6+ client environments, optimizing workloads for sub-50ms inference.
