Giovanni Rosa
AI Engineer • PhD • Italy
Short Bio. Giovanni Rosa is an AI Engineer at Technology Reply, conducting research and development activities involving Machine Learning and GenAI-based solutions applied in the domains of Software Development Lifecycle (SDLC) and IT Operations.
In 2024, Giovanni successfully defended his PhD dissertation focused on the assessment and improvement of the quality aspects of Dockerfiles and Docker images, leveraging machine learning and NLP techniques. During his PhD, he authored over 20 research papers and spoke at several international scientific conferences. Also, he served as a teaching assistant and lecturer, co-supervising more than 15 students during their thesis.
news
| Feb 18, 2025 | My session entitled “Enhancing IT Operations with AI Agents and OCI Generative AI” has been accepted for MakeIT 2025 / JCON OpenBlend Slovenia 2025 conference  |
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| Apr 30, 2024 | Dr. Giovanni Rosa Achieves the PhD Milestone! I successfully defended my dissertation entitled “Assessing and Improving the Quality of Docker Artifacts” |
| Apr 15, 2024 | Today we presented our paper “Not all Dockerfile Smells are the Same: An Empirical Evaluation of Hadolint Writing Practices by Experts” at MSR 2024! Slides available here  |