| Time |
Event |
| 09:00–09:05 |
Opening |
| 09:05–09:45 |
Keynote 1: Thomas Vrancken (ML6, University of Liège – Belgium)
“Considerations When Building Multi-agent Applications”
|
| 09:45–10:30 |
Session 1: Healthcare & Regulatory Applications
Chair: Giulio Mallardi
-
Alberto Marfoglia, Antonio Robustelli, Christian D’Errico, Sabato Mellone and Antonella Carbonaro,
“A LLMOps-Driven Framework for Clinical Data Harmonization”
-
Antonio Robustelli, Alberto Marfoglia, Christian D’Errico, Sabato Mellone and Antonella Carbonaro,
“Feasibility of MLOps-based Healthcare Pipelines in Ensuring the Cybersecurity Framework”
-
Fabrizio Rosmarino, Giulio Mallardi, Luigi Quaranta and Filippo Lanubile,
“MLOps-Driven Automation of Regulatory Documentation for AI-Based Medical Software”
|
| 10:30–11:00 |
Coffee Break & Networking |
| 11:00–11:45 |
Session 2: Frameworks & Collaborative Practices
Chair: Antonella Carbonaro
-
Antonio Crespi Tobeña, Maria Monserrat Barceló, Antonia Mas Pichaco and Antoni-Lluís Mesquida Calafat,
“Towards a Process Reference Model for Machine Learning Applications: Challenges and Opportunities”
-
Charbel Daoud, Danielle Azar, Julie Boiché, Christelle Urtado and Sylvain Vauttier,
“SkeltyMLOps: Orchestrating Collaborative MLOps Activities”
-
Albana Celepija, Bruno Lepri and Raman Kazhamiakin,
“Towards a Structured AI Development Lifecycle for Reusable AI Products in the Public Sector”
|
| 11:45–12:30 |
Session 3: Engineering Infrastructure & Automation
Chair: Gilberto Recupito
-
Davide Loconte, Saverio Ieva, Agnese Pinto, Filippo Gramegna, Giuseppe Loseto, Floriano Scioscia and Michele Ruta,
“A Serverless Cloud-to-Thing Framework for TinyMLOps Workflows”
-
Tobias Klein
“Killing Configuration Debt with a Single-Source, DVC-Driven Pipeline: An Industrial Experience Report”
-
Tibo Bruneel, Welf Löwe, Morgan Ericsson, Jonas Nordqvist and Diego Perez-Palacin,
“Automated Code Translation Using an Engineering-Driven Pipeline Approach of Language Models”
|
| 12:30–14:30 |
Lunch Break |
| 14:30–15:30 |
Keynote 2 (remote): Marcos Kalinowski (PUC-Rio, Brazil)
“Beyond MLOps: A Research Roadmap for Engineering Multi-Paradigm AI Systems”
|
| 15:30–16:00 |
Coffee Break & Networking |
| 16:00–16:30 |
Session 4: Data Quality & Model Monitoring
Chair: Luigi Quaranta
-
Gilberto Recupito, Giammaria Giordano, Dario Di Nucci and Fabio Palomba,
“Detecting Semantic Data Smells with BERT: A Transformer-Based Approach to Data Quality”
-
Lara Luys and Mathias Verbeke,
“Disentangled Latent Space-Based Drift Detection for Efficient Model Monitoring in Edge MLOps”
|
| 16:30–16:45 |
Closing Remarks |
📍 Venue: Plesso di Ingegneria (Engineering Faculty) – Room 0.7, Viale Risorgimento 2, 40136 Bologna, Italy
⚠️ Note: Navigation systems may suggest incorrect entrances. Registration desk is at the address above.
🚶 From city center: 25 min walk mainly under Bologna’s famous porticos (recommended route)
