Research Engineer, Huawei Canada
2025/02 — Present
Intelligent Cloud Infrastructure Lab. Machine learning model inference optimization.
Hi I am Haley Li
I am a M.Sc. computer science graduate from the University of British Columbia. Particularly, my interests are machine learning and systems. I worked on load balancing and scheduling using reinforcement learning algorithms in serverless and search engines. I currently work on machine learning serving optimization.
Intelligent Cloud Infrastructure Lab. Machine learning model inference optimization.
Big Data and Intelligence Platform Lab. Primarily worked on developing and fine-tuning language models for linear programming solver workflows.
Systopia Lab. Performed research in the intersection of systems and machine learning.
Systopia Lab. Performed research in cloud schedulers.
Primarily worked on frontend development on an Electron-based LaTeX editing application.