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nihatgaribli/README.md

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👋 About Me

I am an AI researcher and CS student from Baku, Azerbaijan (Baku State University) and Israel, Holon (Holon Institute of Technology), working at the intersection of deep learning and mathematical structure. My interests span computer vision, graph theory, optimization, and data-driven experimentation building systems that are both principled and useful.

  • 🎓 BSc Computer Science @ Baku State University - dual degree with Holon Institute of Technology (GPA 94.56)
  • 🔬 Currently exploring multimodal vision and graph intelligence
  • 🇦🇿 Building AZ-Eval — an open Azerbaijani–English LLM benchmark, the first of its kind for the language
  • 🎯 Open to research collaborations and AI/ML engineering internships
  • 📫 Reach me at [email protected]
  • 🧾 ORCID: 0009-0003-4755-6356

Location Focus Open To


🚀 Featured Projects

Project What it does Stack
AZ-Eval Open parallel Azerbaijani–English LLM benchmark (n = 356) with the full evaluation pipeline that produced it — measures how multilingual models lose a low-resource language Python · LLM Eval · NLP
IBM Granite Soccer Analyst Voronoi spatial analytics + an explainable-AI tactical analyst powered by the IBM Granite LLM Python · LLM · Geometry
Origami Recognition System Computer-vision pipeline that detects and classifies origami folds and patterns Python · OpenCV
MNIST Digit Recognition (ANN) Feed-forward neural network for handwritten-digit classification on MNIST Jupyter · TensorFlow
Data Science from Scratch Core ML algorithms K-Means, GMM, SVM implemented from first principles Python · NumPy
Competitive Programming Solutions across Codeforces, CSES and Eolymp C++ · Algorithms

🏆 Achievements & Highlights

  • 🥇 7+ awards & honors across competitions and programs
  • 💻 ICPC (Azerbaijan) - competitive programming
  • 🤖 Robotex - robotics competition placements
  • 🧪 Hackathon participant with hands-on data-analysis experience

🧠 Focus Areas

Machine Learning Deep Learning Computer Vision Graph Theory Data Science Optimization

Track Toolkit Signature Work
AI Engineering Python, scikit-learn, XGBoost End-to-end ML pipelines and reliable evaluation
Deep Learning PyTorch, TensorFlow CNN and transfer learning for vision problems
Vision + Geometry OpenCV, NumPy Geometric pattern detection and image analysis
Math for AI Graph theory, probability, linear algebra Bridging theory with practical AI systems

🛠️ Tech Stack

Tech Stack


📊 GitHub Analytics

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GitHub Stats Top Languages

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🐍 Contribution Graph

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🤝 Connect With Me

LinkedIn Gmail X Instagram YouTube ORCID

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"Mathematics is not about numbers, equations, or algorithms. It is about understanding." — W. P. Thurston

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  1. AZ-Eval AZ-Eval Public

    An open parallel Azerbaijani-English LLM benchmark. Kazakh fine-tuning produces negative transfer to Azerbaijani, and the mechanism is orthographic.

    Python

  2. apar-feedback-routing apar-feedback-routing Public

    Multilingual AZ/RU/EN support-ticket routing — TF-IDF baseline to XLM-R blend at 0.9186 macro-F1, CPU-only inference under a 600M-parameter budget (NAIC/DataRace)

    Python

  3. origami-recognition-system origami-recognition-system Public

    Modular Python pipeline that scrapes, labels and prepares an origami image dataset - the foundation for a fold-recognition model (WIP).

    2

  4. soccer-tactical-analysis soccer-tactical-analysis Public

    Voronoi spatial analytics and an explainable-AI tactical analyst for soccer tracking data, powered by the IBM Granite LLM ? Streamlit app over StatsBomb freeze-frames

    Python 4

  5. data-science-tasks data-science-tasks Public

    Core ML algorithms built from scratch - K-Means, GMM and SVM - plus dimensionality-reduction and manifold-learning notebooks.

    Jupyter Notebook 1

  6. portfolio portfolio Public

    My personal portfolio website - single-page static site deployed with GitHub Pages.

    HTML 1