Shida He
Senior Manager at Cerebras Systems
Canada
Summary
👤
Senior🎓
Top SchoolShida He is a senior manager and machine learning framework engineer with 11 years of experience building large-scale ML systems and computer vision solutions, currently leading work at Cerebras Systems. Her background spans research at the University of Alberta’s Vision and Robotics Lab, applied ML platform and explainable AI visualization at Huawei, and production-focused roles designing deep learning infrastructure. She combines hands-on model and system engineering with leadership of technical teams, bridging research-depth with practical deployment on specialized hardware. Based in Canada, she has a track record of turning academic vision research into industry-grade tooling and visualization that improves model interpretability.
11 years of coding experience
6 years of employment as a software developer
Master of Science Computer Science, Master of Science Computer Science at University of AlbertaBachelor's degree Computer Science, Bachelor's degree Computer Science at Sun Yat-sen University
Chinese, English, Japanese
Github Skills (30)
line-segment10
extraction10
surface10
slam10
3d-reconstruction10
segment10
structure-from-motion9
open3d9
covariance9
edgar8
hierarchical8
finance7
investment-analysis7
algorithmic-trading6
python6
Programming languages (2)
Github contributions (5)
shidahe/semidense-lines
Jun 2018 - Sep 2020
Incremental 3D Line Segment Extraction for Surface Reconstruction from Semi-dense SLAM
Contributions:16 commits, 2 PRs, 16 pushes in 2 years 3 months
densereconstructionextractionincrementalstructure-from-motion
shidahe/shidahe.github.io
Nov 2015 - Jun 2018
Contributions:24 pushes, 1 branch in 2 years 7 months
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