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katesedykh/README.md

Hi, I'm Ekaterina

Machine Learning Engineer

Welcome to my GitHub profile! I am a passionate Machine Learning Engineer specializing in AI for medicine. With diverse experiences across various research labs and projects, I am dedicated to leveraging AI for better healthcare solutions.

About Me

  • Interests: AI in Medicine, Deep Learning, Data Analysis πŸ“Š

🏒 Professional Experience

  • Alpha3D: Innovating in 3D model generation using deep learning for e-commerce.
  • iCV Research Lab: Research Assistant/Machine Learning Engineer with a focus on visual data analysis and anomaly detection in images.

πŸŽ“ Education

  • M.Sc. in Life Science Engineering with Data Science Minor - EPFL (2022-2024)
  • M.Sc. in Computer Science with AI Specialization - University of Tartu (2022-2024)
  • B.Sc. in Bioengineering and Robotics - University of Tartu (2019-2022)

πŸ”§ Skills

  • Languages & Frameworks: Python, PyTorch, MATLAB, Linux, Git
  • Other Skills: AWS, Wet-lab Biology, Teamwork, Time Management, Teaching

πŸ“ Projects

Detailed analysis and innovative approaches in projects like

  • 3D GANs for Medical Image Synthesis
  • Cell Instance Segmentation
  • Classification of Medical Specialties through Clinical Text Analysis
  • Artistic and Scientific Interests Overlap on YouTube
  • Smoking Trends Visualization
  • and more

πŸ“¬ Contact Me

Feel free to connect with me!

Exploring the intersection of technology and healthcare to create a better future with AI!

Pinned Loading

  1. jbr-ai-labs/SimpleDH3 jbr-ai-labs/SimpleDH3 Public

    Code for "Simple End-to-end Deep Learning Model for CDR-H3 Loop Structure Prediction" paper. Machine Learning for Structural Biology (MLSB) Workshop at NeurIPS 2021

    Python 7 3

  2. magnuskarlson/diabetes-prediction magnuskarlson/diabetes-prediction Public

    Jupyter Notebook 1

  3. GaNDLF GaNDLF Public

    Forked from mlcommons/GaNDLF

    A generalizable application framework for segmentation, regression, and classification using PyTorch

    Python

  4. neuro-cell-segmentation neuro-cell-segmentation Public

    Neuronal cell segmentation

    Jupyter Notebook