I'm an aspiring AI Agent Developer / LLM Application Engineer
🎓 Master’s student @ China University of Geosciences (Wuhan) 💡 Focused on building reliable, production-ready AI systems rather than demos
- Multi-Agent systems with LangGraph / StateGraph
- RAG pipelines with Hybrid Retrieval (BM25 + Vector + RRF)
- LLM application architecture (ReAct / Routing / Memory)
- Improving reliability with fallback mechanisms & human-in-the-loop
- Built a 4-agent pipeline for automated contract analysis
- Reduced review time 30 min → 4 min
- Designed hybrid retrieval + LLM rerank
- Implemented multi-level fallback & HITL workflow
- Developed a ReAct-based intelligent QA system
- Designed routing + reasoning hybrid architecture
- Built hierarchical chunking + RRF retrieval pipeline
- Integrated evaluation framework (Ragas) & observability
Python · LangChain · LangGraph · Elasticsearch · FastAPI · MySQL · Spark
- 🌱 Deepening understanding of Agent systems & LLM infra
- 💼 Seeking AI Agent / LLM Internship (2026)
- Email: 652345994@qq.com
Building AI systems that are accurate, reliable, and usable in real scenarios