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  • Politecnico di Milano
  • Italy

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AlessandroGhiotto/README.md

Header image

👋 About Me

I'm a tech enthusiast passionate about AI and Machine Learning.
Currently pursuing an MSc in High Performance Computing Engineering at Politecnico di Milano (ongoing), after completing a BSc in Artificial Intelligence at Università di Pavia.

🚀 Skills

  • 🐍 Python

    • Data Visualization: matplotlib, seaborn, plotly
    • Machine Learning & Deep Learning: scikit-learn, PyTorch, keras
    • Natural Language Processing: 🤗 transformers, gensim, NLTK, TextBlob
    • Information Retrieval: PyTerrier, FAISS
    • Quantum Computing: PennyLane, Qiskit
    • Web Applications: streamlit

  • ⚙️ C++ (Currently learning)

  • 🔎 Query Languages: SQL, SPARQL

  • 🗂️ Knowledge Representation: RDF, RDFS, OWL (Protegè, RFDLib)

  • 🧠 Logic Programming: Answer Set Programming (DLV), Prolog

  • 🔧 SMT Solver: Z3 Theorem Prover

  • 🎨 Design & Visualization: Canva, Paint.NET

⚡ Favorite Projects

  • Bachelor Thesis: Enhancing Text Classification with Synthetic Data – Exploring LLMs for data generation for fine-tuning efficient encoder-only classifiers.
  • Personalized IR on SE-PQA – Retrieve the best answers on StackExchange using PyTerrier & FAISS. Live App
  • Image Deconvolution – Fourier-based deblurring with Tikhonov regularization. Live App

🌱 Personal Interests

🐎 Horses & Animals | 🌿 Countryside & Gardening | 📖 Reading | 🎮 Gaming

📫 Contact me

Feel free to reach out!   Gmail

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  1. deconvolution-Tikhonov deconvolution-Tikhonov Public

    Image Deconvolution with Tikhonov Regularization (L2 , H1 regularization and window functions)

    Jupyter Notebook

  2. personalized-IR personalized-IR Public

    Personalized Information Retrieval project on the SE-PQA dataset

    Jupyter Notebook

  3. SelectWise SelectWise Public

    NLP project on multiple choice question answering on the QASC dataset

    Jupyter Notebook

  4. brain-modeling brain-modeling Public

    Analysis of the Izhikevich neuron model

    Jupyter Notebook