Ayush Gupta

I build and deploy production-grade AI applications: RAG and agentic-RAG pipelines, multi-agent architectures (LangChain, LangGraph, AutoGen, Google ADK), and LLM-powered backends using Python, FastAPI, and MCP-based tool integrations. Worked with some of the Fortune-500 companies. Comfortable across the full stack: cloud deployment (GCP Vertex AI, AWS, Cloud Run, Docker), vector databases, LLM evaluation, and end-to-end production rollout. I take on projects from prototype to production - whether that's a custom chatbot, an internal automation agent, a RAG-based knowledge system, or integrating LLMs into an existing product. Happy to start with any scoped project according to your needs.