Yuanda Du
Machine Learning Engineer at Google
Mountain View, California, United States
Summary
👤
Senior🎓
Top SchoolYuanda Du is a machine learning engineer with nine years of experience building scalable ML systems, currently working at Google in Mountain View. He has hands-on expertise in productionizing large-scale training pipelines—at Ant Financial he implemented partitioned model training capable of training over a million models concurrently and contributed XGBoost/LightGBM PMML improvements back to jpmml-xgboost. His background includes applied deep learning for medical imaging (Inception-v3 and FCN on multi-GPU setups achieving industry-level accuracy) and practical experience optimizing Spark and native XGBoost workflows. Trained in computer science at Shanghai Maritime University and USC, he combines research-caliber model work with production engineering savvy and a track record of open collaboration.
9 years of coding experience
1 year of employment as a software developer
Master's degree, Computer Science(general), Master's degree, Computer Science(general) at University of Southern CaliforniaBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Shanghai Maritime University
English, Chinese
Github Skills (25)
portable10
gbm10
xgboost10
dataflow10
machine-learning10
distributed-systems10
java10
gradient10
boosting10
scalable10
spark9
gradient-boosting9
scala9
python9
dask9
Programming languages (3)
Github contributions (5)
USCYuandaDu/Stock-System
Feb 2018 - Mar 2018
Contributions:40 commits, 44 pushes, 1 branch in 1 month
USCYuandaDu/INF-552
Jan 2018 - Apr 2018
Contributions:17 commits, 17 pushes, 1 branch in 2 months
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