Andrew Li
Software Engineer at Google
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolAndrew Li is a software engineer and ML researcher with 12 years of experience building efficient computer vision and language models, currently reducing serving latency and memory for production Bard models at Google. He specializes in neural architecture search, mixed-precision quantization, and TPU-friendly model design—contributions that include EfficientNet-X and hybrid conv-transformer architectures with published work in CVPR and ASPLOS. His research blends practical production impact (significant speedups and latency reductions) with novel AutoML search and latency-aware scaling methods that find Pareto-optimal model families. A Berkeley-trained engineer, Andrew also has a track record of making heavy-weight vision tasks far more efficient (e.g., a 50x improvement in amodal segmentation) and brings a knack for turning theoretical insights into deployable optimizations. Outside of work he balances large-model efficiency with quieter obsessions—playing Go, singing, and camping—which often informs his iterative, strategic approach to ML design.
12 years of coding experience
3 years of employment as a software developer
Five Year Master of Science - MS, Electrical Engineering and Computer Science, Five Year Master of Science - MS, Electrical Engineering and Computer Science at University of California, BerkeleyBachelor of Engineering (B.E.), Electrical Engineering and Computer Science, Bachelor of Engineering (B.E.), Electrical Engineering and Computer Science at UC Berkeley College of Engineering
English, Chinese
Stackoverflow
1reputation
37reached
0answers
1question
Github Skills (32)
rust10
email-spam9
rust-lang9
standard-library9
compiler9
rust-language8
garbage-collection8
mask8
crate8
iteration7
spam7
allocator7
computer-vision7
deep-learning6
baduk6
Programming languages (4)
Github contributions (5)
andrewyli/emacs-config
Jun 2015 - Aug 2020
Contributions:10 pushes, 1 branch in 5 years 3 months
andrewyli/frustals
Dec 2014 - Oct 2015
A library for fractals made by iteration in Rust
Contributions:23 commits, 14 pushes, 1 comment in 9 months
rustfractalsiteration
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