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Voice recordings for the diagnosis of COVID-19 with Deep Convolutional Neural Networks

11 April 2021
  8'     75
In this article I describe what was my project for the master’s thesis in Computer Science at the University of Bologna, in which I was involved in using the technologies of Deep Convolutional Neural Networks to create models of machine learning that were able to detect cases of COVID-19 by analyzing voice recordings. In the […]

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Classification of Reviews with Yelp Open Dataset
6 October 2020
  4'     106
Yelp Open Dataset is a collection of data concerning users who write reviews on businesses belonging to different commercial categories (e.g. restaurants, car rental, etc. …). Thanks to this database I was able to realize a model based on a neural network for the automatic classification of reviews using natural language processing and machine learning […]
Facebook Hacker Cup 2020 Qualification Round Solutions
29 July 2020
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What is the Facebook Hacker Cup? The Facebook Hacker Cup is a competition for programmers promoted by Facebook worldwide. The aim of the competition is to find the best programmers in the world to whom to pay cash prizes. The final winner will also win the cup. The problems proposed during the Facebook Hacker Cup […]
A Little Blockchain in Erlang
8 June 2020
  1'     72
Erlang is one of the functional programming languages that allows you to build concurrent programs in a relatively simple way; its actor-based paradigm offers primitives to create processes and make them communicate with each other in a way that other languages do not. Another peculiarity of Erlang, probably the most important one, is the possibility […]

Hi 👋, I'm Lorenzo 👨🏻‍💻

🇮🇹 Italian
💼 Software developer
🎓 Master's degree in computer science

Tech interests
🤖 Artificial intelligence
🧠 Machine learning
📊 Data Analysis
🌐 Web development
📱 Android development
Other interests
🪐 Astronomy
🇯🇵 Japanese culture
🥋 Martial arts
🎮 Videogames
📸 Photography

More about me

🏗️ Projects

Nice Places

Nice Places takes you to discover the places of interest in your area, telling you briefly their history and their characteristics.
Voice recordings for the diagnosis of COVID-19 with Deep Convolutional Neural Networks
11 April 2021
  8'     75
In this article I describe what was my project for the master’s thesis in Computer Science at the University of Bologna, in which I was involved in using the technologies of Deep Convolutional Neural Networks to create models of machine learning that were able to detect cases of COVID-19 by analyzing voice recordings. In the […]
Classification of Reviews with Yelp Open Dataset
6 October 2020
  4'     106
Yelp Open Dataset is a collection of data concerning users who write reviews on businesses belonging to different commercial categories (e.g. restaurants, car rental, etc. …). Thanks to this database I was able to realize a model based on a neural network for the automatic classification of reviews using natural language processing and machine learning […]
A Little Blockchain in Erlang
8 June 2020
  1'     72
Erlang is one of the functional programming languages that allows you to build concurrent programs in a relatively simple way; its actor-based paradigm offers primitives to create processes and make them communicate with each other in a way that other languages do not. Another peculiarity of Erlang, probably the most important one, is the possibility […]

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