Ambuj Tripathi

AI Systems Engineer building production-grade Agentic workflows. Focused on Model Context Protocol (MCP), LangGraph, deterministic RAG architectures, and eliminating LLM hallucinations. Writing deep-dive case studies on verifiable AI systems and production observability.