Shaomeng Wang
Mechanical Engineer at GE Appliances, a Haier Company
Berkeley, California, United States
Summary
🤩
Rockstar🎓
Top SchoolShaomeng Wang is a mechanical engineer based in Berkeley with seven years of hands-on experience in simulation, modeling, custom design, project management, and data-driven research. At GE Appliances he applies practical engineering to real products while his Berkeley projects show a knack for human-centered design—developing ventilated and cooled costume systems and expressive animatronic faces to improve user experience. His background spans academic research (wearable rehabilitation devices) to capstone robotics and remote-delivery platforms, demonstrating strong prototyping and systems-thinking skills. Unusually for a mechanical engineer, he has contributed backend code to Alibaba’s Alink machine learning platform, working on algorithmic improvements to clustering implementations, which highlights his comfort bridging mechanical systems and software/ML ecosystems.
6 years of coding experience
1 year of employment as a software developer
Master’s Degree, Mechanical Engineering, 3.5, Master’s Degree, Mechanical Engineering, 3.5 at University of California, BerkeleyBachelor’s Degree, Mechanical Engineering, Bachelor’s Degree, Mechanical Engineering at Hope College
Chinese, English
Github Skills (6)
flink-sql10
apache-flink10
clustering9
machine-learning9
javas8
java8
Programming languages (1)
Github contributions (4)
alibaba/Alink
Dec 2019 - Oct 2022
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Role in this project:
Backend Developer
Backend DeveloperContributions:1 review, 341 commits, 13 PRs in 2 years 10 months
Contributions summary:Shaomeng primarily contributed to the `core/src/main/java/com/alibaba/alink/operator/batch/clustering` directory, indicating they worked on the backend implementation of the Alink library. The commits show modifications to Java code, specifically related to the Bisecting K-Means algorithm, including updates to the calculation and splitting of cluster centers. The contributions suggest that the user was involved in the development and optimization of machine learning algorithms within the Alink platform.
xgboostdatastructurepaiaprioriflink
shaomengwang/Alink
Feb 2020 - Feb 2020
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Contributions:2 releases, 2 PRs, 1 push in 5 days
xgboostpaidata-scienceflinkmachine-learning
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