CV
Contact Information
| Name | Lanhao Niu |
| Professional Title | Master of Science in Cognitive Science |
| s2798445@ed.ac.uk; lanhao.niu.official@gmail.com |
Experience
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2024.05 - 2024.12 Beijing, China
Algorithm Engineer Intern
Z.AI (Zhipu AI)
- Integrated RAG pipelines with structured knowledge bases; designed tool-use workflows combining NER, Cypher query generation, and LLM-based reasoning for knowledge graph querying.
- Fine-tuned LLMs for structured knowledge extraction using LoRA via Llama-Factory, achieving high accuracy on entity-relation triple extraction and SQL generation tasks.
- Built multimodal document parsing pipelines using Vision-Language Models, designing visual-prompting strategies that significantly outperformed traditional OCR pipelines.
Education
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2025 - 2026 Edinburgh, UK
Master of Science
University of Edinburgh
Cognitive Science
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2021 - 2025 Nanjing, China
Bachelor of Engineering
Nanjing Agricultural University
Data Science and Big Data Technology
Skills
LLM: RAG, SFT, LangChain, LlamaIndex, Dify; tool-use agent design, prompt engineering
ML: PyTorch, HuggingFace Transformers, Vision-Language Models, Representational Geometry
Engineering: Python, Git, Docker, Google Cloud, Linux/Bash, Django, Gradio, Pyro, Neo4j, SQL
Languages
Mandarin : Native speaker
English : Fluent