Le Hou
Senior Staff Software Engineer at Google DeepMind
Mountain View, California, United States
Summary
👤
Senior🎓
Top SchoolLe Hou is a Senior Staff Software Engineer based in Mountain View with over a decade of expertise in machine learning and deep learning, specializing in large language models and instruction tuning. At Google DeepMind he has been a core contributor to Gemini post-training across multiple major releases (1.0 through 2.5), building fundamental and horizontal recipes that scale model capabilities. His trajectory from PhD research to senior engineering roles at Google and DeepMind reflects a blend of rigorous research training and practical production engineering. He has hands-on experience across high-impact applied ML domains from ultra-high-resolution imaging to satellite segmentation, gained through internships and industry roles. Known for leading and co-leading instruction tuning efforts at Google, he couples technical depth with an emphasis on reproducible, production-ready model pipelines. Colleagues describe him as the kind of engineer who moves innovations from experimental code into robust post-training systems used at scale.
10 years of coding experience
10 years of employment as a software developer
BS Computer Science, BS Computer Science at Huazhong University of Science and TechnologyMaster's Computer Science, Master's Computer Science at Stony Brook University, State University of New YorkDoctor of Philosophy (Ph.D.) Computer Science, Doctor of Philosophy (Ph.D.) Computer Science at Stony Brook University
Github Skills (17)
semantic-segmentation10
unet-image-segmentation10
image-segmentation10
segmentation10
python9
tensorflow9
deep-learning9
machine-learning6
caffe5
pytorch4
image-viewer4
wsi4
histopathology4
viewer4
digital-pathology3
Programming languages (3)
Github contributions (5)
SBU-BMI/quip_cnn_segmentation
Sep 2018 - Dec 2021
CNN based segmentation codes
Contributions:97 commits, 60 pushes, 2 tags in 3 years 3 months
pythonsemantic-segmentationdeep-learningimage-segmentationunet-image-segmentation
SBU-BMI/quip_classification
Dec 2018 - Dec 2019
Contributions:71 commits, 49 pushes in 1 year
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