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SomaTohidi/README.md

Hi, I'm Soma 👋

Machine Learning Researcher focused on representation learning, explainable AI, and scalable data-driven systems.

🎓 MSc Data Science — Eötvös Loránd University
🧠 Research interests: foundation models, neural representation learning, explainability, large-scale ML systems
🔬 Working on representation transferability in self-supervised transformer models
📊 Experience in distributed ML, streaming data, and model interpretability


🧪 Research Areas

  • Representation Learning
  • Explainable AI (XAI)
  • Foundation Models
  • Self-Supervised Learning
  • Neural Signal Processing
  • Imbalanced Learning & Oversampling
  • Scalable Machine Learning Systems

⚙️ Technical Focus

  • Machine Learning & Deep Learning
  • Model Interpretability & Surrogate Modeling
  • Distributed Computing & Data Streaming
  • Large-scale Data Processing
  • GPU-accelerated ML

📫 Connect with me

LinkedIn: https://www.linkedin.com/in/soma-tohidinia
Email: somatohidinia@gmail.com

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  1. cluster-based-oversampling-aross cluster-based-oversampling-aross Public

    Cluster-based oversampling (AROSS) for imbalanced learning with efficient neighbor search (KD-Tree, Ball-Tree, LSH).

    Jupyter Notebook

  2. T4-XICS/OST-SM-Project T4-XICS/OST-SM-Project Public

    Open Source Teshnologies - Stream Mining Joint Project

    Python

  3. animal-object-detection animal-object-detection Public

    Jupyter Notebook

  4. automobile-risk-classification automobile-risk-classification Public

    Jupyter Notebook

  5. deep-learning-image-captioning deep-learning-image-captioning Public

    Jupyter Notebook

  6. OCCVDeepPipe OCCVDeepPipe Public

    Python