Hengbo Liu
数据科学家 at 西门子
Hangzhou City, Zhejiang, China
Summary
🤩
Rockstar🎓
Top SchoolHengbo Liu is a data scientist and algorithm engineer with 11 years of experience building predictive and diagnostic systems for industrial, cloud, and energy domains. He has led research and productization of time-series forecasting, anomaly detection, extreme-event modeling, and autoscaling/root-cause analysis across Alibaba DAMO Academy, Ant Group, Siemens, and ZTE. His work includes an ICASSP first-author paper, a patent-pending heterogeneous forecasting system for electricity, and four internally proposed projects at Alibaba, demonstrating both academic rigor and product impact. At Siemens he now leads optimization for predictive maintenance and efficiency across industrial processes, while earlier contributions at ZTE and Ant emphasized scalable big-data analytics and liquidity forecasting. Unusually for a data scientist, he also contributes to low-level embedded systems in the popular Rust embassy project, reflecting hands-on expertise from hardware drivers to cloud-native ML. Based in Hangzhou, he combines control-theory training with practical deployment experience to turn complex time-series problems into operational solutions.
11 years of coding experience
6 years of employment as a software developer
Master, Control Theory and Control Engineering, Master, Control Theory and Control Engineering at Nanjing University of Aeronautics and Astronautics
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (6)
embedded10
rust10
driver10
sys10
async10
usb9
Programming languages (13)
Github contributions (5)
embassy-rs/embassy
Feb 2024 - Jan 2025
Modern embedded framework, using Rust and async.
Role in this project:
Embedded Systems Engineer / IoT Developer
Embedded Systems Engineer / IoT DeveloperContributions:1 review, 8 PRs, 17 comments in 11 months
Contributions summary:Hengbo primarily contributed to the embassy-rs/embassy repository, focusing on the integration of embedded hardware peripherals. Their work included implementing support for `MultiwriteNorFlash` functionality, adding a device qualifier descriptor for USB, and integrating OctoSPI peripheral, featuring support for OCTOSPI2. Additionally, they implemented a memory mapped mode for OSPI. These contributions indicate a focus on low-level hardware interaction and peripheral driver development within the embedded systems domain.
driversrustembeddedhalasync
HaoboGu/source-haobogu.github.io
Aug 2019 - Nov 2021
Contributions:95 pushes, 2 branches in 2 years 3 months
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