Hello world! My name is

Alessio Mancinelli


I'm an Italian based software developer focused on
building awesome projects that can enrich my knowledge 🧠

About me

Pleased to meet you! I'm a Full Stack Developer working at Brunello Cucinelli, where I've been a member of the Innovation Team for the past six months.
I completed my Master Degree (110/110 summa cum laude) in Computer Science in July 2021 with a thesis about Explainable Artificial Intelligence.
In my spare time, i enjoy being a guitarist and a home cook.

Some of my Skills




Education

  • 26/07/2021
    Master Degree in Computer Science
    University of Perugia

    110/110 summa cum laude
    Specialization: Intelligent and Mobile Computing
    Thesis: "An Argumentative Explanation of Machine Learning Outcomes"
    Themese: Explainable Artificial Intelligence, Machine Learning, Argumentation Framework, Knowledge Representation

  • 19/9/2019
    Bachelor's Degree in Computer Science
    University of Perugia

    108/110
    Thesis: "Student Behaviour Models for a University LMS."
    Themese: Machine Learning, Behaviour Models, Keras, Python

  • 2016
    Scientific Diploma
    Istituto Omnicomprensivo Rosselli Rasetti - Castiglione del Lago (PG)

    100/100
    Specialization: Information Technology and Telecommunications
    Thesis: "Intelligenza Artificiale"

Working Experience

  • 05/2023 - current
    Full Stack Developer
    Brunello Cucinelli S.p.a

    I've been an integral part of the Innovation Team, where my primary focus has been on enhancing the company's e-commerce platform, with specialized expertise in three key areas: Cookie Handling, Enhancing Site Performance, and ensuring Accessibility features for all users.

  • 10/2022 - Current
    Ai & ML Developer
    Muni

    Implemented an object detection model using transfer learning on the YOLOv8 architecture able to detect a concert ticket within an image.
    Extracted information from concert tickets by applying Optical Character Recognition (OCR) and regular expressions.

  • 09/2021 - 05/2023
    Software Developer
    Micra Software & Services S.r.l

    I collaborated on the development of advanced Machine Learning and Natural Language Processing models to address real‑world challenges within the legal field.
    Led the innovation of existing products by integrating conversational chatbots and custom‑built Name Entity Recognition Systems.

Research Publications


2022

Arg-XAI: a Tool for Explaining Machine Learning Results - PDF

Stefano Bistarelli, Alessio Mancinelli, Francesco Santini, Carlo Taticchi
2022 IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI)

An Argumentative Explanation of Machine Learning Outcomes - PDF

Stefano Bistarelli, Alessio Mancinelli, Francesco Santini, Carlo Taticchi
Computational Models of Argument - Proceedings of COMMA 2022, Cardiff, Wales, UK, 14-16 September 2022

Behaviour Models for a University LMS - PDF

Giulio Biondi, Valentina Franzoni, Alessio Mancinelli, Alfredo Milani
Computational Science and Its Applications - ICCSA 2022 Workshops - Malaga, Spain, July 4-7, 2022, Proceedings, Part III

Hate Speech and Stereotypes with Artificial Neural Networks - PDF

Giulio Biondi, Valentina Franzoni, Alessio Mancinelli, Alfredo Milani, Rajdeep Niyogi
Computational Science and Its Applications - ICCSA 2022 Workshops - Malaga, Spain, July 4-7, 2022, Proceedings, Part III


Some Things I've Built

Hate and Stereotypes prediction

Construction of a neural network for predicting hate sentiments and stereotypes within a text. This was a Binary Classification problem

Python, Keras, Neural Network

Read More

Gender Prediction

Classification problem about predicting a person's gender based on the content of a text written by that person. Neural networks were trained by merging five different datasets.

Python, Keras, Neural Network

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Simply Chat

Application written in Java that provides a group chat to all users enrolled in the service. Each user, once registered, chooses a username with which he can access the chat.

Java, Firebase

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Orders Management Bot

Telegram chatbot connected to a database that is able to manage a set of orders with CRUD methods.

Python, Chatbot, Telethon, Sqlite

Read More

Clothing Classification

Clothing classification using Convolutional Neural Network and Fashion Mnist dataset.

Python, Keras, CNN

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Booking Manager

Creation of a site for the management of reservations on a set of pizzerias registered to the system.

HTML/CSS, AngularJs, PHP

Read More

My Youtube Videos

Telegram Bot in Python

Usage of Telethon library to build a Chatbot

Published on April 16, 2022
Hate Prediction inside tweets

Natural Language Processing problem solved using Neural Networks

Published on Agoust 6, 2021
Using a Local Database in python

Integrating a local database to a telegram chatbot

Published on Agoust 18, 2022
Conference - Introduction to Artificial Intelligence

In this conference we talk to a group of students about the usage of Artificial Intelligence in the legal field

Published on January 26, 2022
Bitcoin Price Prediction

Solving a regression problem by predicting the future price of Bitcoin

Published on April 30, 2022

Contact

I'm always open to new work and experiences
Write me an email at
Alessiomancinelli97@outlook.it
to get in touch with me!