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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 Chess RAG system for Google Competition and Generative AI for Data Augmentation

  • 🚀 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

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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. Gen-AI-for-Data-Augmentation Gen-AI-for-Data-Augmentation Public

    This is the ninth project of AI Engineering Master. It aims to use generative models to create variants of the images and texts, thus enriching the dataset with artificially generated data. Train a…

    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