Vincenzo De Martino

I'm

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

Software development Java Enterprise Edition (Internship)

02/2020 - 06/2020

NexSoft S.P.A. Via Antonio Amato 20/22, 84132, Salerno (SA), Italy

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 .

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.

General Info

  • Age:
  • Degree: Master's in Computer Science
  • Current City: Salerno
  • Nationality: Italian
  • Email: vdemartino (at) unisa (dot) it

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!

Publication

Coming Soon

Professional Service

Teaching Assistant

  1. Software Engineering, Management and Evolution (MSc, Italian). University of Salerno (Italy), 2024 Andrea De Lucia
  2. Didactics of Computer Science (MSc, Italian). University of Salerno (Italy), 2024 Filomena Ferrucci
  3. Software Project Management (MSc, Italian). University of Salerno (Italy), 2023 Filomena Ferrucci
  4. Software Engineering for Artificial Intelligence (MSc, English). University of Salerno (Italy), 2023 Fabio Palomba
  5. Software Dependability (MSc, English). University of Salerno (Italy), 2023 Dario Di Nucci
  6. Fundamentals of Artificial Intelligence (BSc, Italian). University of Salerno (Italy), 2023 Fabio Palomba
  7. Software Engineering I (BSc, Italian). University of Salerno (Italy), 2023 Filomena Ferrucci
  8. Software Engineering I (BSc, Italian). University of Salerno (Italy), 2023 Andrea De Lucia
  9. Software Dependability (MSc, English). University of Salerno (Italy), 2023 Dario Di Nucci
  10. Software Engineering for Artificial Intelligence (MSc, English). University of Salerno (Italy), 2023 Fabio Palomba
  11. Fundamentals of Artificial Intelligence (BSc, Italian). University of Salerno (Italy), 2022 Fabio Palomba
  12. Software Engineering I (BSc, Italian). University of Salerno (Italy), 2022 Andrea De Lucia

Reviewer

  1. Science of Computer Programming (SCICO) - Elsevier (November 2023)
  2. Science of Computer Programming (SCICO) - Elsevier (July 2023)
  3. Science of Computer Programming (SCICO) - Elsevier (January 2023)

Students Co-Supervised

  1. Marco Dello Buono - University of Salerno (Italy), Master's student (now)
  2. Samuele Russo - University of Salerno (Italy), Bachelor's student (now)
  3. Francesco Alfonso Barlotti - University of Salerno (Italy), Bachelor's student (now)
  4. Luca Pastore - University of Salerno (Italy), Bachelor's student (now)
  5. Andrea Mangia - University of Salerno (Italy), Bachelor's student (now)
  6. Ciro Troiano - "Social Sustainability: An Empirical Study of the Costs of Fairness Tools" University of Salerno (Italy), Bachelor's student (2023)
  7. Marta Napolillo - "Accuracy vs. Energy Consumption: Comparison of Classical Machine Learning and Tiny Machine Learning". University of Salerno (Italy), Bachelor's student (2023)
  8. Carmine Iemmino - "ChatGPT Integration to Improve Software Engineers' Documentation". University of Salerno (Italy), Bachelor's student (2023)

Organizing Committee Member

  1. Local Arrangement Committee Member for International Conference on Evaluation and Assessment in Software Engineering (EASE), June 2024, Salerno, Italy.
  2. Program Committee for Workshop on Artificial Intelligence with and for Learning Sciences: Past, Present, and Future Horizons (WAILS) November (2023)
  3. Social Media Chair for International Summer School on Software Engineering (ISSSE) , July 2023, Salerno, Italy.

Student Volunteer

  1. 21st International Conference on Mining Software Repositories (MSR), April 2024, Lisbon, Portugal.

Talks

  1. 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