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Silvano315/README.md

Hi 👋, I'm Silvano

A data scientist from Italy with passions in medical physics, explainability and computer vision

  • 🔭 I’m currently working on malware classification with PyTorch

  • 🚀 In the following months, I'll update a repository about medical physics in order to report my job researches and activities; moreover, it has the goal to test and evaluate tools, models, and anything that could be applied to medical physics.

  • 🌱 I’m currently learning Generative AI and HuggingFace. I'm taking some courses such as: Profession AI master lessons and HuggingFace youtube course

  • 👯 I’m looking to collaborate on those projects you would like not to go sleep.

  • 👨‍💻 All of my info are available at my Linkedin home

  • 📫 How to reach me silvano.quarto@gmail.com

  • ⚡ Best quote: Physics is not what you're working on but HOW you're working on it. by John Hopfield, physics Nobel-winner.

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. Malware-classification-model Malware-classification-model Public

    This is a placeholder description to implement a project about cybersecurity with malware classification using Malimg dataset and Pytorch CNN. I would like to try some Variational Auto Encoders or …

    Jupyter Notebook 1

  2. Flower-Recognition-and-Detection-with-PyTorch Flower-Recognition-and-Detection-with-PyTorch Public

    This is the seventh project for the AI engineering master. The main goal is to develop a highly robust model, capable of automatically classifying flowers with the best possible F1-score (macro) on…

    Jupyter Notebook 1

  3. 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

  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. Advanced-Voice-Translator-with-Multilingual-Support Advanced-Voice-Translator-with-Multilingual-Support Public

    A sophisticated desktop application that transforms spoken language into text and provides instant translations in multiple languages using neural networks, complete with real-time audio visualizat…

    Python

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