About
Information Technology undergraduate building agentic AI systems (LangGraph, LangChain, MCP tool servers) and full-stack web applications (MERN, Next.js). Known for tracing bugs to root cause rather than patching symptoms — recent work includes rebuilding an agent's structured-output pipeline after diagnosing a tool-call failure under high tool load.
