Shumin Guo
Data Scientist
Wexford, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolShumin Guo is a data scientist with 12 years of experience applying big data, cloud and analytics technologies to production problems, currently building data products at Experian from Wexford, PA. He has a strong Hadoop/Spark and AWS background—spanning cluster management, performance tuning, data ingest automation, geospatial analysis and model deployment—with hands-on work in Scala, Postgres and DevOps. His career includes designing enterprise Hadoop architectures for media and telecom, maintaining cloud-based prediction models, and translating research in privacy-preserving computing into practical solutions. Comfortable moving between research and production, he blends academic rigor from Wright State and Xidian with pragmatic engineering that keeps large-scale analytics systems reliable and auditable.
12 years of coding experience
5 years of employment as a software developer
Master of Engineering, Telecommunication Engineering, Master of Engineering, Telecommunication Engineering at Xidian UniversityMaster's Degree, Computer Science, Master's Degree, Computer Science at Wright State UniversityBachelor of Engineering, Electronics Engineering, Bachelor of Engineering, Electronics Engineering at Qingdao University
Chinese, English
Github Skills (37)
react8
aws8
spark8
markdown8
algolia8
development-kit7
testing7
algolia-search7
typescript7
dvc7
cloud-infrastructure7
blockchain7
z37
emulation7
documentation7
Programming languages (5)
Github contributions (5)
gsm1011/coding
Feb 2014 - Apr 2015
Contributions:52 commits, 23 pushes in 1 year 2 months
gsm1011/tutorials
Jan 2015 - Jul 2020
Tutorials and get started guide for various tools and technologies
Contributions:1 release, 58 pushes, 5 branches in 5 years 6 months
technologiesget-started
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