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Tzu Tang Liu
Mid-level Machine Learning Engineer specializing in applied AI and RAG systems
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About
Built and owned a zero-to-one AI knowledge workspace that turns chats and documents into a reusable structured section map, spanning React/TypeScript frontend, FastAPI backend, LLM pipelines, and cloud deployment. Also shipped a crypto scoring multi-agent system that combines market, GitHub, and on-chain signals, showing strong end-to-end AI product and orchestration experience.
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Key Strengths
- Zero-to-one AI product ownership
- Full-stack product development across frontend and backend
- LLM workflow and RAG system design
- Knowledge graph and structured knowledge extraction
- Strong UX instincts for AI products
- Latency/performance trade-off decision-making
- Asynchronous/job-based architecture thinking
- Production deployment on modern cloud platforms
- Evaluation of AI quality with precision/recall and human review
- Multi-agent system orchestration
- Data normalization across heterogeneous sources
- User-feedback-driven iteration
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Experience
Education
Awards
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Publications
1 publication
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