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Silvano315/README.md

Hi 👋, I'm Silvano

A data scientist from Italy with passions in medical physics, climate change topics and XAI

Connect with me:

silvano quarto silvanoquarto31 silvano quarto silvano_quarto4

Languages and Tools:

azure bash c django docker flask git html5 matlab mysql opencv pandas python pytorch scikit_learn seaborn tensorflow

silvano315

 silvano315

silvano315

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  1. PyTorch-CNN-for-food-image-classification-system PyTorch-CNN-for-food-image-classification-system Public

    This is the sixth project for the AI Engineering Master. It has the purpose to to develop and implement an advanced food image classification system, using cutting-edge deep learning techniques: da…

    Jupyter Notebook

  2. NLP-for-ChatGPT-Reviews NLP-for-ChatGPT-Reviews Public

    The main idea for this project is explore a Kaggle dataset about ChatGPT reviews using a NLP approach in order to apply ML models for score reviews predictions. I applied LIME algorithm to evaluate…

    Jupyter Notebook

  3. Pneumonia_Detection Pneumonia_Detection Public

    This project aims to study a public dataset on pneumonia detection based on a binary classification problem. I will perform a preprocessing phase, create a deep learning model from scratch, evaluat…

    Jupyter Notebook

  4. Animal-Recognition-App-for-Self-Driving-Cars Animal-Recognition-App-for-Self-Driving-Cars Public

    This is the fifth project of AI Engineering Master. It aims to develop an automatic image recognition system to distinguish between vehicles and animals. I need to implement convolutional neural ne…

    Jupyter Notebook

  5. Churn-Prediction-with-SHAP Churn-Prediction-with-SHAP Public

    This projects aims to classify potential churn customers using a Telco Customer Dataset from IBM. The main applications are about the explainability integration with SHAP algorithm and the creation…

    Jupyter Notebook

  6. GUI-Voice-Translator-from-Italian GUI-Voice-Translator-from-Italian Public

    This project has the purpose to create some applications about voice tasks: recognition, translation, emotion detection and something more. I mostly use pre-trained models from transformer library …

    Python