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liuluochen6-af/README.md

Lris

AI 产品经理 / AI 产品运营,专注于把模型、数据和真实业务流程连接起来。

I am a Master of Artificial Intelligence student at Monash University, with hands-on experience across AI search, RAG knowledge bases, multi-agent workflows, and data products. I enjoy turning ambiguous business problems into measurable, usable products.

What I Do

  • AI product discovery: user research, competitor analysis, PRD, prototyping, experimentation, and metrics review.
  • AI application design: Query understanding, semantic search, prompt and output constraints, RAG, Human-in-the-loop, and multi-agent orchestration.
  • Data and workflow products: SQL/Python analysis, data governance, dashboards, automated reports, and auditable operations.
  • Product delivery: from 0-to-1 concept and validation through implementation, testing, deployment, and iteration.

Tools

Python SQL RAG LangGraph Agents Prompt Engineering Product Design Figma BI GitHub

Education

  • Monash University — Master of Artificial Intelligence, 2025.08–2027.04
  • Hubei University of Chinese Medicine — Bachelor of Medical Information Engineering, 2021.09–2025.07

Contact

Open to AI product and AI product operations opportunities. Happy to discuss product discovery, agent workflows, and practical AI applications.

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