I build AI systems focused on reliability, orchestration, and human-centered workflows.
Recently, I’ve been working on agentic systems involving retrieval, planning, critique loops, structured generation, and fallback/recovery pipelines for LLM-powered applications.
I'm especially interested in how AI systems behave in real-world settings — including evaluation, tracing, validation, and coordination between agents and tools.
- Agent orchestration and coordination
- Retrieval-augmented reasoning systems
- Self-correcting and observable AI workflows
Python · TypeScript · FastAPI · React · Next.js · PostgreSQL · Redis · Docker
- Portfolio: https://victoria-duan.vercel.app/
- LinkedIn: https://www.linkedin.com/in/jiaqi-duan/
- Google Scholar: https://scholar.google.com/citations?user=pzf2YpwAAAAJ&hl=en
- Email: jd.victoria.work@gmail.com



