AI Agents
LangGraph Deep-Research & Hiring Intelligence Agent
A LangGraph state-machine agent that plans, searches, writes, and grades its own research — applied to automated hiring-intelligence reports for enterprise clients.
LangGraphLangChainTavilyEXALangSmithFastAPI
A plan → query-write → search → section-write → grade state machine built on LangGraph, extended into a hiring-intelligence product: given a company and role, the agent researches organizational structure, competitive hiring signals, and likely interview process, then merges the findings into a structured client report — with a human able to intervene mid-run.
Key Results
- →Multi-pass research pipeline: Role DNA → Competitive Intel → Interview Intel → merged report
- →Reflection/grading loop with structured Pydantic outputs at each stage
- →Human-in-the-loop checkpoints via interrupt/Command with MemorySaver persistence
- →Generated client-facing research reports (e.g. Baylor Scott & White, Thermo Fisher)