Ciao!

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I’m Mattia, an Italian Computer Science bachelor graduate, MSc Student in Computer Science specializing in Artificial Intelligence. I’m interested in expanding my cultural boundaries, improving my technical and professional knowledge, and learning from a pool of professionals to get things done. I am willing to work in the software development field, although I have little experience, I have a lot of interest and willingness to learn new things. Actually, I’m learning about Machine Learning and Deep Learning.

EDUCATION

Sep 2024 - current

Master’s Degree in Computer Science - Artificial Intelligence Track @ University of Bari, Italy

Current GPA: /4.0

  • Course taught in English
  • Relevant courses taken: /

Sep 2021 - Jul 2024

Bachelor’s Degree in Informatica (Computer Science) @ University of Bari, Italy

110 with honours/110

  • Thesis in Computational Intelligence entitled: Supervised Learning Techniques for Semantic Segmentation of Aerial Images of Agricultural Fields.

  • Relevant courses taken: Computational Intelligence, Algorithms and Data Structures, Databases, Software Engineering, Advanced Methods of Programming, Knowledge Engineering, Information Retrieval Methods, Human-Computer Interaction, Computer Networks.

PROJECTS

Corporate Credit Rating Prediction

Python Scikit-learn Pandas Pgmpy Imblearn Matplotlib Numpy

  • Knowledge Engineering exam project (30 with honours/30)

  • The goal of the project is to successfully predict the rating assigned by rating agencies to a company

  • Dealed with unbalanced dataset using Class Weights, SMOTE, ADASYN, SMOTETomek, SMOTEENN

  • Implemented a Bayesian Network to do probabilistic queries, with a correlation score based on Balanced Accuracy of 0.59

  • Achieved up to 86% of Balanced Accuracy using XGBoost and Random Forest

K-Means - Team Project

Java Spring Boot Android MySQL Android Studio Github Gradle

  • K-means algorithm realized in Java for Advanced Programming Methods exam (30 with honours/30)

  • Multithreading, client and server, DBMS integration, containers, exceptions, serialization, concurrency

  • Base project involved a CLI client/server application, written in Java

  • Project extended with a Spring Boot server and an Android client

  • Android UI Design realized using Fragments and Activities. The server handles client calls using cookies

Battleship - Team Project

Java JUnit Git Github Agile SCRUM Docker Gradle

  • Software Engineering exam project (30 with honours/30)

  • Battleship game realized in Java in an Agile way according to the SCRUM methodology

  • Led a team of 5 people through 3 Sprint

  • Learned the basics of Docker, Gradle, Git and Github

  • Written JUnit assertion tests, achieving 97% of test coverage

ACHIEVEMENTS

CyberChallenge 2024

Web Binary Exploitation Cryptography Network

Qualified to the national stage by ranking in the top 6 of the venue, taking 21st place out of 43 teams.

Qualified for the local stage by being in the top 20 of the selection.

ADDITIONAL

Languages: Italian (mothertongue), English (B2 Cambridge)