Evan Canfield
Senior Data Scientist
Charlotte, North Carolina, United States
Summary
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Senior🎓
Top SchoolEvan Canfield is a Senior Data Scientist based in Charlotte, NC, specializing in natural language processing and applied ML with seven years of industry experience. He designs and deploys production-ready models and pipelines in cloud environments (notably AWS and VertexAI), blending statistical rigor with DevOps practices to optimize training costs and model lifecycle management. His work spans transformer-based multi-label classification, active learning, topic-driven weak supervision, and robust sampling strategies to tackle class imbalance and accelerate labeling. Before transitioning to data science he spent over a decade in the nuclear power industry as a licensed Professional Engineer, bringing deep domain expertise in thermal-hydraulics, large-scale data processing, and field team leadership to complex, deadline-driven projects. Colleagues rely on him to translate messy text data into actionable insights and to build practical tooling—like collaborative labeling infrastructures—that materially speed model development.
7 years of coding experience
15 years of employment as a software developer
Masters Data Science and Business Analytics, Masters Data Science and Business Analytics at University of North Carolina at CharlotteBE Chemical Engineering, BE Chemical Engineering at The Cooper Union for the Advancement of Science and ArtME Mechanical Engineering, ME Mechanical Engineering at Rensselaer at Work
Stackoverflow
1reputation
25reached
0answers
1question
Github Skills (2)
lazy-loading6
react6
Programming languages (3)
Github contributions (5)
canfielder/Southeast_US_Electricity
May 2019 - Sep 2019
Contributions:29 commits, 27 pushes, 1 branch in 4 months
canfielder/trackingcounties
May 2019 - Dec 2024
Visualizations related to tracking counties and states visited.
Contributions:4 PRs, 23 pushes, 4 branches in 5 years 8 months
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