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…

This would be a repository about medical physics. It will based on 4 paths: medical data to analyse, SOTA programs for medical purposes, computer vision and eXplainability.

This repository has the goal to collect all the coding questions I did on Leetcode. It should be an archive for myself and for whom need it. All the rights goes to Leetcode, from where these questi…

This is the eighth project for the AI engineering master. The main goal is to develop an advanced cybersecurity solution based on Reinforcement Learning algorithms. The project focuses on the appli…

Config files for my GitHub profile.

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 …

This would be a repository to explain how to create relational and no-relational databases, explore interactions with FastAPI, connections to Databricks, and perform analysis and interactive dashbo…

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…

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…

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…

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…

This repository is the fourth project of the master's degree in AI Engineering that I am following. It aims to develop a machine learning model that can predict the type of fruit based on numerical…

This repository is the third project of the master's degree in AI Engineering that I am following. It aims toto optimize real estate price valuation through the use of advanced regularisation techn…

This repository is the first project of the master's degree in AI Engineering that I am following. It aims to create an interactive software with Python that can manage phone contacts for its users…

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…

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…

This repository is the second project of the master's degree in AI Engineering that I am following. It aims to create an interactive console application developed in C++ and programming OOP that wi…

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…

This repository aims to test some machine learning and ELI5 explainability technique in order to predict whether the customer would be interested in Vehicle insurance, you have information about de…

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…

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…

Stroke prediction with machine learning and SHAP algorithm using Kaggle dataset