01
Engineering & industry
Industry Track
Leads engineering direction and decides where frontier research becomes reliable, production-grade infrastructure.
- 01Project architecture and engineering evolution
- 02Research-to-production priorities
- 03Ecosystem, release, and adoption strategy
02
Research & academia
Academic Track
Advances frontier research around semantic routing and works with engineering to turn evidence into shared project direction.
- 01Research agenda and scientific quality
- 02Evaluation, publication, and external collaboration
- 03Translation of research into project capabilities
CityUHK 博士,曾参与青云人才计划下的 Hunyuan LLM。
研究方向覆盖 agentic AI、人本 AI 和知识挖掘。
研究方向包括数据中心 AI、自动特征选择,以及面向深度学习和基础模型的自动标注。
CAE 与 IEEE Fellow;Associate VPR @ MBZUAI;Prof @ McGill;Mila;ex-VP R&D @ Samsung AI;Chair ACM SIGBED。





