Curriculum

Bachelor’s Degree in Computer Science and Digital Communication, Master’s Degree in Computer Science (Artificial Intelligence) at the University of Bari Aldo Moro.

Main interests: Machine Learning, Deep Learning, Human-Computer Interaction and Data Science.

Experience

• Machine Learning Engineer (Feb 2023 - Present), Tuidi (Putignano, Italy).

  Development of end-to-end Machine Learning pipelines. R&D in Time Series Forecasting and Computer Vision domains.

• Early Stage Researcher (Sep 2022- Jan 2023), University of Bari Aldo Moro (Bari, Italy).

  Designed and developed the mobile application for the eGLU-Box platform using Flutter. Created REST APIs to integrate the mobile application into the main web version using Laravel.

• Early Stage Researcher (Mar 2021- Jan 2022), University of Bari Aldo Moro (Bari, Italy).

  Worked on the ISO/IEC 25010 certified web platform eGLU-Box for managing automated usability tests for PA. Improved existing visualization techniques (Arc, Sankey and Graph Diagrams) to support the evaluation of the usability test conducted using the platform. Integrated a chatbost assistant powered by Dialogflow to assist the user during the usability test.

Publications

• Giovanna Castellano, Andrea Esposito, Marco Mirizio, Graziano Montanaro, and Gennaro Vessio. 2021. Detection of Dementia Through 3D Convolutional Neural Networks Based on Amyloid PET. In 2021 IEEE Symposium Series on Computational Intelligence (SSCI 2021), IEEE. DOI: 10.1109/SSCI50451.2021.9660102