Jerrick Liu
Senior Machine Learning Engineer at Tesla
San Francisco Bay Area United States
Summary
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Senior🎓
Top SchoolJerrick Liu is a Senior Machine Learning Engineer based in the San Francisco Bay Area with eight years of experience building high-performance ML systems and GPU-accelerated kernels. He has shipped low-level deep learning optimizations at NVIDIA (including integrating Flash Attention into cuDNN), contributed to production ML infrastructure at Google Cloud Vertex AI, and is currently advancing humanoid robotics at Tesla. Comfortable across CUDA, PyTorch, C++, and distributed RL stacks, he blends research-driven experimentation with production-grade performance engineering. His background includes applied reinforcement learning and multimodal signal processing for the Air Force, reflecting a knack for turning complex sensor and language inputs into scalable learning pipelines. Notably, he moves seamlessly between writing fast GPU kernels and designing RL environments, making him effective across both systems and algorithmic layers.
8 years of coding experience
1 year of employment as a software developer
Bachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at University of Illinois Urbana-ChampaignHigh School Diploma, High School Diploma at Centerville High School
English, Chinese, Spanish
Github Skills (17)
python9
machine-learning9
gpu9
deep-learning9
numpy8
neural-network8
memory-efficient7
tensor7
acceleration7
tensorflow7
autograd7
gpu-acceleration7
q-learning6
reinforcement-learning5
gymnasium5
Programming languages (3)
Github contributions (5)
JerrickLiu/Mask-generator
Jul 2020 - Jul 2020
Contributions:28 commits, 29 pushes, 1 branch in 9 days
JerrickLiu/MineRL-Stable-Baselines
Jul 2020 - Jul 2020
Contributions:27 commits, 21 pushes, 1 branch in 12 days
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