Hi, I'm Ekaterina
Machine Learning Engineer
Building AI models to solve real life problems
Contact MeAbout Me
Hey there,👋 I'm Kate and I'm passionate about AI in medicine as well as other great applications of AI to make the world a better place. Currently, I'm working as a Machine Learning Engineer 👨🏻💻 with 3+ years of professional experience.
Skills
Languages and Frameworks
Python
PyTorch
MATLAB
Other tools
Git
Linux
Figma
AWS
Qualifications
Research & Laboratory Assistant
Nesmeyanov Institute of Organoelement Compounds, Russian Academy of SciencesProjects
3D GANs for Medical Images Synthesis
Using 3D GANs to generate high-fidelity CT scans from the blueprint: from mask to CT scan.
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Cell Instance Segmentation
This project was a part of competition targeting quantification neuronal cells from light microscopy images.
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Classification of Medical Specialties through Clinical Text Analysis
In this project we aimed to develop a model that can accurately classify medical specialties based on clinical text transcriptions.
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Defying the Brain's Divisions: How Artistic and Scientific Interests Overlap on YouTube
Project analysis the stereotype of dividing people to logical and creative by studying the YouNiverse dataset using comments and video metadata files.
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Smoking Trends Visualization
Engaging and informative web-based platform that presents data-driven visualizations of global and regional trends in smoking tobacco prevalence from 1990 to 2019.
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