Evan Gui
軟體工程師 at SmartNews
Singapore
Summary
👤
Senior🎓
Top SchoolEvan Gui is a Singapore-based software engineer with 12 years of experience building ML-driven systems across smart manufacturing, e-commerce, and on-demand delivery. He has a strong track record of turning research into production: applying CNNs and reinforcement learning to speed manufacturing scheduling, and delivering real-time ML services at Shopee that boosted ad revenue by 15% and orders by 10%. At Grab he optimized mart recommendation and data pipelines to improve CTR and cut server costs, and he currently applies his engineering focus at SmartNews. Comfortable across Golang, Python, Spark and TensorFlow, Evan combines optimization-first engineering with practical ML to deliver measurable business impact. Unusually, he pairs deep model work with low-level infrastructure improvements—often obtaining order-of-magnitude runtime gains while preserving accuracy.
12 years of coding experience
8 years of employment as a software developer
Master's degree Computer Science Machine Learning, Master's degree Computer Science Machine Learning at National Taiwan University of Science and Technology
Stackoverflow
795reputation
32kreached
3answers
2questions
Github Skills (34)
python10
data-science10
scraper10
machine-learning10
extraction10
ml10
deep-learning10
tensorflow10
deep-neural-networks10
data-extraction10
neural-network10
crawler10
pii9
crawling9
metadata9
Programming languages (4)
Github contributions (5)
evan176/fasttextgo
Sep 2019 - Aug 2021
Contributions:2 releases, 2 PRs, 9 pushes in 1 year 11 months
evan176/my-vim
Jan 2016 - Mar 2018
Contributions:10 pushes, 1 branch in 2 years 2 months
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