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GiovanniIacuzzo/README.md

Neural Network Animation

Hi, I'm Giovanni Iacuzzo!

🎓 MSc Student in Artificial Intelligence & Cybersecurity Engineering
📍 University Kore of Enna

“Where neural architectures meet mathematical elegance.”

🧠 About Me

I am a passionate researcher exploring the intersection of Artificial Intelligence, Mathematical Optimization, and Cybersecurity.

My mission is to transform elegant mathematical ideas into intelligent, efficient, and secure systems that solve real-world problems.

Mathematical Modeling Machine Learning Cybersecurity Numerical Optimization

⚙️ Tech Stack

Mathematics + Code = Creativity at Scale

🧮 Mathematical Mindset

∞ “Between equations and intelligence, there lies optimization.” ∞

$$ \min_{x \in \mathbb{R}^n}; f(x) ;=; |Ax - b|_2^2 ;+; \lambda |x|_1 $$

🚀 Selected Projects

🔎 Explore all my repositories

📈 GitHub Analytics

🌌 Philosophy

“The beauty of intelligence lies not in its complexity, but in its mathematical simplicity.”

— Where equations become poetry.

Coffee animation

🤝 Connect with Me

Let’s connect — mathematics thrives when shared.

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  1. water-4.0 water-4.0 Public

    WATER 4.0 predicts water leakage in distribution networks using a conditional GAN for scenario generation, an LSTM for leakage prediction, and CPSO for hyperparameter tuning, enabling accurate and …

    Python 6

  2. GitScore-Dashboard GitScore-Dashboard Public

    Transform GitHub data into actionable insights with a Flask + ML dashboard: user analysis, automatic scoring, contact management, and integrated emails.

    Python 5

  3. Classification-instruments Classification-instruments Public

    Automatic classification of musical instruments from audio spectrograms using CNN, Vision Transformer (ViT) embeddings, XGBoost, and Random Forest. Includes feature extraction, model comparison, an…

    Jupyter Notebook 6

  4. SemEval-2026-Task13 SemEval-2026-Task13 Public

    Forked from mbzuai-nlp/SemEval-2026-Task13

    Python 3

  5. Esame-Machine-Learning Esame-Machine-Learning Public

    Medical image classification of skin lesions using PyTorch and scikit-learn. Combines a Deep Learning pipeline (Convolutional Autoencoder + neural classifier) with a hybrid approach leveraging Visi…

    Python 7 1

  6. Optimization-Image-Registration Optimization-Image-Registration Public

    3D MRI image registration project leveraging PSO and CPSO to optimize affine transformations, maximizing alignment accuracy using Mutual Information and RMSE metrics.

    MATLAB 6