Qianhao Z
Senior Software Engineer, Perception at Nuro
United States
Summary
👤
Senior🎓
Top SchoolQianhao Z is a Senior Software Engineer specializing in perception, with nine years of experience building and optimizing deep learning infrastructure and multi-sensor perception models at Nuro and prior research roles at CMU, UC Berkeley, and SenseTime. He combines hands-on model compression, quantization, and deployment expertise—having delivered 5x speedups for mobile demosaicking and 50% channel-pruned CNNs for quad-bayer pipelines—with backend-agnostic infra that accelerates SOTA training and deployment. Comfortable across Python, C++, and embedded toolchains, he has bridged research and production by shipping conversion/profiling tooling used broadly across teams and by implementing novel layers to halve model iteration cycles. Notably, he has experience synthesizing large-scale datasets and improving visual-inertial SLAM stability, reflecting a rare mix of low-level camera processing and high-level perception modeling.
9 years of coding experience
4 years of employment as a software developer
Bachelor of Engineering - BE Computer Science and Technology, Bachelor of Engineering - BE Computer Science and Technology at Beihang UniversityExchange Program Computer Science, Exchange Program Computer Science at University of TorontoMaster of Science - MS Computer Vision, Master of Science - MS Computer Vision at Carnegie Mellon University
English, Chinese
Github Skills (18)
kotlin9
swift8
watchos8
tvos8
ios7
golang7
windows7
android7
wechat7
python7
flutter7
macos7
storage6
visionos6
key-value6
Programming languages (2)
Github contributions (5)
YuQianhao/LightHttp
Oct 2019 - Jan 2022
一个轻量级的Http网络请求框架，能够简化复杂的网络请求配置和过程，让开发人员的精力从框架的使用转移回业务逻辑。
Contributions:27 releases, 51 commits, 1 PR in 2 years 2 months
netty
YuQianhao/Spring-Entity-Generator
Apr 2023 - May 2024
Contributions:59 pushes, 1 branch in 1 year
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