experiences, including streaming responses, review loops, citations, long-running tasks and error recovery Developing APIs, backend services and modern frontend components Implementing RAG pipelines, LLM integrations and multi-agent solutions Deploying secure and scalable applications across Azure or GCP Working with technical and non-technical client sponsors to shape requirements … APIs using Python, FastAPI, Django or Flask, supported by strong SQL Create engaging, responsive AI products using TypeScript, JavaScript, React and Next.js Ground LLM applications in trusted business data through RAG, MCP and model integration Design multi-agent solutions using frameworks such as LangChain, CrewAI, AutoGen, OpenAI Agents or Google ...