RUCHITA Surakanti

At Costco Wholesale, I build and deploy enterprise knowledge assistants using GPT-4o, Claude, LangChain, and vector search so internal teams can access information more efficiently. I also design agentic workflows with MCP-compatible tools and structured function calling to securely connect enterprise APIs, knowledge bases, and business systems.

Previously at Comerica Bank, I delivered AI applications for document analysis, compliance workflows, enterprise search, and intelligent question answering. My workflow automation reduced analyst research effort by 40% while improving operational productivity.

At Capgemini, I built machine learning pipelines processing more than one million records daily and developed APIs and microservices that reduced model deployment timelines from two weeks to three days. I’ve worked across classification, regression, deep learning, cloud deployment, and model monitoring.

I bring hands-on experience taking AI solutions from prototype to production with Python, FastAPI, LLMs, RAG, vector databases, AWS, Azure, Docker, and Kubernetes.