Ekaterina Tcareva
Senior Applied AI Engineer at Vantaca
Atlanta Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolEkaterina Tcareva is a senior data scientist with a decade of experience building ML-driven solutions from research labs to production at LinkedIn, combining a UC Santa Cruz CS background with an MS from Georgia Tech. She specializes in NLP and intent classification using Azure Cognitive Services and GPT models, and previously developed SAXSKIT/PAWS pipelines and models for small-angle x-ray scattering at SLAC, bridging domain science and applied ML. Skilled across Python, Scikit-Learn, TensorFlow, data pipelines, and web interfaces (Flask/Bootstrap), she delivers end-to-end systems including API integrations and model deployment. Known for turning messy scientific datasets into robust classifiers and regressors, she pairs strong engineering rigor with collaborative domain expertise to improve the hardest prediction tasks. As a Green Card holder based in Atlanta, she brings both research pedigree and production experience in scalable ML infrastructure.
11 years of coding experience
9 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Georgia Institute of TechnologyAssociated Degree - AS Computer Science, Associated Degree - AS Computer Science at Foothill CollegeUniversity of California Santa Cruz
Russian, English
Stackoverflow
429reputation
17kreached
1answer
20questions
Github Skills (26)
least-squares10
data-science9
python9
machine-learning9
statistics9
data-analysis9
scikit-learn8
convolution6
database6
keras6
microsoft-graph6
deep-learning6
dictionary6
weighted6
apache-spark6
Programming languages (3)
Github contributions (5)
Katy-katy/Classification_of_small-angle_x-ray_scattering_spectra
Aug 2017 - Mar 2019
Contributions:91 pushes, 1 branch in 1 year 7 months
Katy-katy/Shelter-Animal-Outcomes-Machine-Learning-Python
Mar 2016 - Feb 2017
Contributions:22 pushes, 1 branch in 11 months
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