Amol K.

I build production-grade AI agents, GenAI platforms, RAG systems and AI-powered enterprise applications using Python, Azure OpenAI and modern agent orchestration. I help companies move beyond AI prototypes and build systems that are secure, maintainable, observable and ready for real users. My focus areas include: • Agentic AI & Multi-Agent Systems • Generative AI & LLM Applications • Azure OpenAI • RAG & Enterprise Knowledge Systems • Python / FastAPI Backend Engineering • AI Agents & Tool Calling • MCP-based AI integrations • LLM orchestration • AI architecture & system design • Vector databases & semantic search • LLM evaluation & observability • Enterprise API integrations • Authentication & authorization • Cloud AI architecture I can work across the complete AI application lifecycle: Requirement → Architecture → RAG → Agent orchestration → Tools/APIs → Backend → Evaluation → Deployment → Monitoring WHAT I BUILD → Enterprise AI Agents → Multi-agent orchestration platforms → RAG knowledge assistants → AI document intelligence systems → AI software engineering assistants → AI workflow automation → Enterprise chatbots → AI copilots → LLM-powered APIs → AI evaluation and monitoring systems TECHNICAL STACK Python | FastAPI | Azure OpenAI | LangGraph | AutoGen | MCP | LangChain | LlamaIndex | RAG | FAISS | Pinecone | ChromaDB | SQL | Azure | AWS | Docker | Kubernetes | REST APIs MY ENGINEERING APPROACH I don't treat GenAI as simply "connecting an LLM to a prompt." I focus on the engineering around the model: • reliable architecture • security • authentication • data access • retrieval quality • agent/tool boundaries • observability • evaluation • scalability • maintainability • cost and latency For enterprise engagements, I can work directly with technical teams to design architecture, implement core services, integrate AI capabilities and help move an idea from prototype toward production. If you're building an AI agent, enterprise GenAI platform, RAG application or AI automation system, send me the problem, architecture or requirements. I'll help turn it into an implementation-ready AI system.