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
PhD from CityUHK and former Hunyuan LLM under the Qingyun Talent program.
Research spanning agentic AI, human-centered AI, and knowledge mining.
Research in data-centric AI, automatic feature selection, and automatic labeling for deep learning and foundation models.
Fellow CAE & IEEE; Associate VPR @ MBZUAI; Prof @ McGill; Mila; ex-VP R&D @ Samsung AI; Chair ACM SIGBED.





