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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. 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

  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. 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

  4. Wildfire_Prediction_with_Satellite_Images Wildfire_Prediction_with_Satellite_Images Public

    This project aims to explore satellite image dataset in order to create a CNN model for wildfire prediction problem. Explainability with ELI5 and GradCAM could be an interesting integration to be t…

    Jupyter Notebook

  5. ETL-project-using-API ETL-project-using-API Public

    This project involves selecting an API from RapidAPI and using Python to extract data in JSON format. The extracted data is then cleaned and transformed by parsing only the necessary information. F…

    HTML

  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