MCP-connected knowledge system for e-Government APIs
Led research and development for a knowledge system for government projects with private domain knowledge. I connected Model Context Protocol (MCP) servers to expose government APIs (Trade License, National ID, Tax Clearance) as callable tools for LLMs like Claude. Built a retrieval-augmented generation (RAG) pipeline over a vector database using cosine similarity for relevant document lookup. Presented the system to e-GP stakeholders.