Zhiming Guo
Data Scientist
McLean, Virginia, United States
Summary
👤
Senior🎓
Top SchoolZhiming Guo is a Senior Software Engineer based in McLean, VA with 10 years of experience building backend services, data platforms, and machine learning systems. Currently at Capital One, he blends production-grade backend engineering with data science and ML knowledge honed from roles at SimpleBet and research at NYU Langone. He holds an M.S. in Data Science/Machine Learning from NYU and additional graduate study in computer science, bringing strong statistical foundations to scalable ML deployment. Comfortable across the full stack, Zhiming moves models from prototype to reliable pipelines and often bridges gaps between research teams and production engineers. A background spanning finance, healthcare research, and startups gives him a practical, cross-domain perspective that helps turn ambiguous problems into measurable outcomes.
10 years of coding experience
2 years of employment as a software developer
Bachelor's degree Statistics, Bachelor's degree Statistics at Colorado State UniversityBachelor's degree Environmental/Environmental Health Engineering, Bachelor's degree Environmental/Environmental Health Engineering at East China Normal UniversityMaster of Science (M.S.) Data Science, Master of Science (M.S.) Data Science at New York UniversityMaster's degree Computer Science, Master's degree Computer Science at University of North AmericaThe Attached Middle School To Jiangxi Normal University
English, Chinese, Chinese, Japanese
Github Skills (29)
nmt10
encoder-decoder10
seq2seq10
self-attention10
algorithms9
dynamic-programming9
data-structures9
computer-science8
capstone8
tsne7
natural-language-processing6
cds6
similarity5
python3
philosophy3
Programming languages (4)
Github contributions (5)
gzmkobe/Neural-Translation-Machine
Nov 2018 - Dec 2018
NLP course-based project: focus on translation of Chinese to English and Vietnamese to English.
Contributions:65 commits, 4 PRs, 55 pushes in 29 days
natural-language-processingseq2seqnmtencoder-decoderself-attention
gzmkobe/1001_Machine_Learning_Project
Nov 2017 - Jul 2018
Contributions:48 commits, 4 PRs, 46 pushes in 9 months
pythonsciencedata-scienceanalyze-datamachine-learning-algorithms
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