Application Expert Agent

AI-powered incident triage platform using knowledge graphs, vector search, and MCP orchestration for real-time operational expertise

ReactNeo4jChromaDBFastMCP

I'll be documenting this project in more detail in the near future, stay tuned!

Short Entry

  • Built a full-stack incident triage application for a Fortune 100 client deployed within an Azure cloud environment leveraging an Azure OpenAI instance and incorporating a Neo4j knowledge graph and ChromaDB vector database for application expertise and semantic document retrieval
  • Architected a production-grade Python MCP server (Anthropic MCP) for modular, real-time tool orchestration and data retrieval, reducing average incident resolution time by ~80%