About
I'm Vincenzo De Martino a Ph.D. Student in Computer Science at the Software Engineering (SeSa) Lab of the University of Salerno (IT). My field of interest is improving the sustainability of machine learning and deep learning systems in software engineering and computer science .
General Info
- Age:
- Degree:Master's in Computer Science
- Current City: Salerno
- Current Working Position: University of Salerno, Fisciano (SA) - Italy
- Nationality: Italian
- Email: vdemartino@unisa.it
Hobbies
Gaming
I have been a video game enthusiast for several years and my favorite games are the 'souls-like' games produced by FromSoftware.
TV Series
I like watching series and films, especially fantasy genres (such as 'Game of Thrones') and sitcoms (e.g. 'How I Met Your Mother').
Manga/Anime
During the national lockdown I became a fan of manga and anime and my favourite is One Piece.
Connect with me
Do you have queries, comments, or a desire to work together? Feel free to tweet at me, send a carrier pigeon, or even send me a LinkedIn message. Just please, no smoke signals—I'm not fluent in Morse code!
Resume
Ph.D. Research Area
My main area of research is Software Engineering for Artificial Intelligence (SE4AI) and concerns optimizing non-functional requirements (NFRs) of machine learning systems. I am focused on identifying and optimizing NFRs to improve the overall quality of artificial intelligence systems. My primary focus is optimizing Ml systems' Sustainability to improve the Society, Environment and Economy aspects.
Ph.D. Student in Computer Science
2022 - Present
University of Salerno (SA), Italy
Curriculum: Internet of Things and Smart Technologies
Advisor: Prof. Fabio Palomba
Master's Degree (M.Sc.) in Computer Science (cum laude)
2020 - 2022
University of Salerno (SA), Italy
Curriculum: Data Science and Machine Learning
Advisor: Prof. Fabio Palomba
Bachelor’s Degree (B.Sc.) in Computer Science
2016 - 2020
University of Salerno (SA), Italy
Advisor: Prof. Delfina Malandrino
Professional Experience
Visiting Period
May 2024 - September 2024
Universitat Politècnica de Catalunya, Barcelona (Spain)
Visiting PhD Student at Software and Service Engineering Group (GESSI), under the supervision of Prof. Silverio Martínez-Fernández.
Internship
February 2020 - June 2020
NexSoft S.P.A. Via Antonio Amato 20/22, 84132, Salerno (Italy)
Software development in Java Enterprise Edition
Publication
Professional Service
Teaching Assistant
- Software Engineering, Management and Evolution (MSc, Italian). University of Salerno (Italy), 2024 Andrea De Lucia
- Didactics of Computer Science (MSc, Italian). University of Salerno (Italy), 2024 Filomena Ferrucci
- Software Project Management (MSc, Italian). University of Salerno (Italy), 2023 Filomena Ferrucci
- Software Dependability (MSc, English). University of Salerno (Italy), 2023-2024 Dario Di Nucci
- Software Engineering for Artificial Intelligence (MSc, English). University of Salerno (Italy), 2023-2025 Fabio Palomba
- Fundamentals of Artificial Intelligence (BSc, Italian). University of Salerno (Italy), 2022-2024 Fabio Palomba
- Software Engineering I (BSc, Italian). University of Salerno (Italy), 2022-2024 Andrea De Lucia
Reviewer of International Journals
- Transaction on Software Engineering and Methodology (TOSEM)
- Software X
- Science of Computer Programming (SCICO)
Students Co-Supervised
- Domenico Antonio Gioia Master's student (now)
- Francesco Gatto Bachelor's student (now)
- Samuele Russo Bachelor's student (now)
- Andrea Mangia Bachelor's student (now)
- Marco Dello Buono Graduated Master's student (2024)
- Francesco Alfonso Barlotti Graduated Bachelor's student (2024)
- Luca Pastore Graduated Bachelor's student (2024)
- Ciro Troiano Graduated Bachelor's student (2023)
- Marta Napolillo Graduated Bachelor's student (2023)
- Carmine Iemmino Graduated Bachelor's student (2023)
Organizing Committee Member
- Local Arrangement Committee Member for International Conference on Evaluation and Assessment in Software Engineering (EASE), June 2024, Salerno, Italy.
- Sub Reviewer for International Conference on Evaluation and Assessment in Software Engineering - Industry (EASE), June 2024, Salerno, Italy.
- Sub Reviewer for Workshop on Artificial Intelligence with and for Learning Sciences: Past, Present, and Future Horizons (WAILS), November (2023)
- Social Media Chair for International Summer School on Software Engineering (ISSSE) , July 2023, Salerno, Italy.
Student Volunteer
- 21st International Conference on Mining Software Repositories (MSR), April 2024, Lisbon, Portugal.
Talks
- CHALLENGES OF SOFTWARE VERIFICATION SYMPOSIUM 2023 Investigating the Role of Hyper-Parameter Tuning and Algorithm Selection on the Performance of Mobile App Energy Consumption Optimization
Research Projects
Project Name | Project Type | Code | Role |
---|---|---|---|
FRINGE | Italian National research projects funded by the MUR under the PRIN 2022 program | P2022553SL | Researcher |
Qual-AI | Italian National research projects funded by the MUR under the PRIN 2022 program | D53D23008570006 | Researcher |
EMELIOT | Italian National research project funded by the MUR under the PRIN 2020 program | 2020W3A5FY | Researcher |
Ambizione | Swiss National Science Foundation through the SNF Projects | PZ00P2_186090 | Researcher |