Scholar
Fan Wan
Google Scholar ID: Ft_70SQAAAAJ
Durham University, Department of Computer Science
Citations & Impact
Citations
73
H-index
5
i10-index
2
Publications
14
Co-authors
1
list available
Contact
No contact links provided.
Publications
Resume (English only)
Research Experience
- Lead AI R&D with a focus on knowledge retrieval, model monitoring, and enterprise delivery
- Translates research breakthroughs into maintainable, reusable engineering systems
- Co-creates high-trust AI capabilities with product, business, and compliance teams
- Builds enterprise QA systems covering knowledge modeling, RAG/GraphRAG solutions, online services, and governance loops
- Works on LLM fine-tuning and downstream tasks including instruction alignment, retrieval augmentation, tool calling/agents, and evaluation suite construction
- Explores federated learning and compliance to balance privacy and efficiency in engineering practice
- Drives platformization and operability: observable data/retrieval pipelines, A/B and regression testing, and staged rollout of prompts and policies
