Teo Wei
Senior Data Engineer
Singapore
Summary
🤩
Rockstar🎓
Top SchoolTeo Wei is a Senior Data Engineer based in Singapore with 12 years of experience building scalable data platforms and analytics solutions across fintech, e‑commerce, and higher education. A NUS Business Analytics graduate, he has progressed from internships at GIC, TikTok and Carousell to production roles at Moody’s and Shopee, where he now drives big data initiatives. He pairs strong backend engineering skills with practical ML infrastructure experience—his open-source contributions to the Apache Singa deep learning platform include refactoring core layer abstractions and integrating cuDNN optimizations. Colleagues know him as a continuous learner who seeks incremental improvements and brings both quantitative rigor and hands-on implementation to complex data problems.
11 years of coding experience
4 years of employment as a software developer
GCE A Levels Science stream, GCE A Levels Science stream at Nanyang Junior CollegeBachelor of Science (Honours) Business Analytics, Bachelor of Science (Honours) Business Analytics at National University of Singapore
Github Skills (10)
neural-network10
cuda10
convolutional-neural-networks10
c-language10
deep-learning10
cprogramming-language10
cudnn10
multiple-gpu9
multi-gpu9
opencl8
Programming languages (9)
Github contributions (5)
apache/singa
Apr 2015 - Mar 2022
a distributed deep learning platform
Role in this project:
Back-end Developer
Back-end DeveloperContributions:3 releases, 7 reviews, 769 commits in 6 years 11 months
Contributions summary:Teo's commits primarily focused on modifying the core code and implementation of a distributed deep learning platform. The user worked on refactoring the layer abstractions, adding new layer functionalities (like Dropout and Conv) and integrating with the Cudnn library, suggesting a focus on back-end development and optimization related to machine learning frameworks. These changes included implementing and optimizing core operations, and integrating external libraries.
learning-platformdeep-learningmachine-learningdistributed-deep-learningdistributed
nusdbsystem/singa-docs
Jan 2016 - May 2016
Contributions:25 commits, 10 PRs, 21 pushes in 3 months
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