weiguoz
Systems Engineer at ex-antgroup
Summary
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RockstarSystems Engineer with 12 years of experience specializing in back-end development and MLOps, based in China. Hands-on contributor to the popular sql-machine-learning/sqlflow project, where they integrated SQL with AI workflows, improved observability by adopting Logrus, and strengthened CI/CD and CLI configurability. Comfortable shipping production-grade systems that bridge data platforms and machine learning, with a practical focus on automation and reliability. Known for blending systems engineering rigor with applied ML tooling, enabling teams to train and serve models directly from SQL.
12 years of coding experience
Github Skills (12)
golang10
go10
transpiler9
sql9
ai9
machine-learning9
cicd8
tensorflow8
dockers7
database7
docker7
databases7
Programming languages (8)
Github contributions (5)
sql-machine-learning/sqlflow
Jan 2019 - Dec 2020
Brings SQL and AI together.
Role in this project:
Back-end Developer & MLOps Engineer
Back-end Developer & MLOps EngineerContributions:39 reviews, 93 commits, 226 PRs in 1 year 11 months
Contributions summary:weiguoz primarily focused on enhancing the back-end capabilities of the project, bringing SQL and AI together. They implemented features to integrate SQL and AI functionalities, allowing users to train and predict machine learning models using SQL syntax. The user also worked on improving the logging system by replacing raw logs with Logrus and implemented command-line options for the configurations, and added CI/CD pipeline improvements.
pythonsql-syntaxdeep-learningsqlmachine-learning
weiguoz/oh-my-zsh
Jan 2019 - Oct 2024
Contributions:3 pushes, 2 branches in 5 years 10 months
pythonrails-pluginszsh-configurationauto-updatecapistrano
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