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Hi there, I am Francesco Amato

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🧐 Something more about me

I'm a Data Science consultant, at Go Reply. I work in the Data Engineering and Machine Learning areas, leveraging different Google Cloud services (e.g. Vertex AI, Cloud Composer, Dataform, BigQuery, etc.).
During my free time I code, read books and play videogames.

Google Cloud


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PYTHON C C++ JAVA HTML CSS JAVASCRIPT PHP

Firebase MY-SQL SQLite MONGO-DB

BOOTSTRAP GIT GOOGLE-SHEETS MICROSOFT-OFFICE


🗣 Spoken languages

  • ITALIAN - mother tongue
  • ENGLISH - B2 / first

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Francesco Amato's Projects

automated-speedtest icon automated-speedtest

An automated speed testing system for real-time evaluation of network performances.

cinema-managing-system icon cinema-managing-system

This repository is related to a cinema managing system project. This system makes possible managing projections, rooms, discounts and coupons (by an authenticated admin) and reserving seats for a specific projection (by a general user).

covid-19_new-cases-prediction icon covid-19_new-cases-prediction

Covid-19 fourth wave it's close in Italy, but how we can know when the situation starts to be critical? We want to predict the new cases future trend, with a good model, knowing what happened in previous days.

credit-risk-analysis icon credit-risk-analysis

The aim is to understand which are the key factors for a certain level of credit risk to occur. In addition, some ML models capable to predict the credit risk level for a company in an year - given past years data - have been built and compared.

dsbda2022 icon dsbda2022

The goal of this project is to study the Steam platform gaming community behavior using both standard python, and Big Data tools.

ee-satellites icon ee-satellites

A (Python) library for simplifying and accellerating satellite data acquisition

face-detection icon face-detection

This software is designed to apply artificial intelligence to a real specific application (face-detection)

gas_consumption-prediction icon gas_consumption-prediction

Starting from a dataset, which concerns two years gas consumption trend in Italy in function of two parameters (day of the year, day of the week), we want to identify the model which represents our data in the better way. Afterwards, we created a function that predicts the gas consumption value, using the best identified model, once you insert a tuple composed by the two parameters mentioned before.

image_quality_assessment icon image_quality_assessment

This is the website for a group -project aimed at assessing the quality of images using the subjective (rating-based) approach.

knn-openmpi icon knn-openmpi

An Open MPI implementation of the well known K-Nearest Neighbors (Machine Learning) classifier.

mdns-security icon mdns-security

A project with the aim to simulate (and try to prevent/mitigate) a DoS attack on a target server, relying on the mDNS protocol.

ornamental-value-estimation icon ornamental-value-estimation

This project is related to a No-SQL database, whose data are referred to autoctone botanic species. The final goal is creating a function that performs the estimation of the ornamental value, given the specific characteristics of a single species.

selector-guide icon selector-guide

The aim of this application is to direct a customer, by one employee which works in the sales department of the company, to the product (products) that reflects (reflect) better the technical features he requests.

speech_to_dialogue icon speech_to_dialogue

This streamlit web-app has been developed in order to obtain starting from a recorded audio-track the correspondent dialogue.

steganography icon steganography

A java application in order to apply steganography to images, using threads.

titanic-classifier icon titanic-classifier

A binary classifier, using logistic regression, to predict whether a person, given its information, would have survived to the Titanic’s disaster.

url_change_detector icon url_change_detector

This streamlit web-app has been developed in order to notify an user, once a specified URL content has been updated.

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