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KostaKat/README.md

Konstantinos (Kosta) Katergaris

Computer Science Accelerated Master’s Student | Computer Vision Specialist

LinkedIn GitHub ✉️ [email protected]


📖 About Me

Accelerated Master's student at ASU with a focus on computer vision and machine learning. Passionate about applying AI and data science to humanitarian challenges, using self-supervised learning and deep learning to drive social good.


💻 Technical Skills

  • Languages: Python, C++, Java
  • Frameworks: PyTorch, torchvision, Pillow, OpenCV, scikit-learn, Hugging Face
  • Tools: Git, Jupyter, Linux, VS Code, Conda, Docker
  • Deep Learning: Transformers (ViTs), ConvNets, Self-Supervised Learning, Image Segmentation, Object-Detection, Classification, Unsupervised Learning

🔬 Research Interests

  • Humanitarian AI: Computer vision & deep learning for social impact.
  • AI-Driven Healthcare: Intelligent diagnostics & accessibility.
  • Ethical AI & Detection: Combating misinformation through image analysis.

📂 Projects

  • Mineral Segmentation: Developing a self-supervised segmentation method for complex mineral segmentation.
  • Aegis: Improved detection of AI-generated images by 7% using Swin-Transformer V2

🌐 Languages & Interests

  • Languages: English (Fluent), Greek (Conversational)
  • Interests: Humanitarian AI, Computer Vision, Astronomy, Music

Open to collaborations on AI-driven social impact projects. Connect on LinkedIn or via email!

Pinned Loading

  1. Aegis Aegis Public

    Python

  2. dinov2 dinov2 Public

    Forked from facebookresearch/dinov2

    PyTorch code and models for the DINOv2 self-supervised learning method.

    Jupyter Notebook

  3. MAT442 MAT442 Public

    Jupyter Notebook