{"id":784,"date":"2025-02-28T08:51:09","date_gmt":"2025-02-28T08:51:09","guid":{"rendered":"https:\/\/collab.di.uniba.it\/mlops\/?page_id=784"},"modified":"2025-10-24T22:46:00","modified_gmt":"2025-10-24T22:46:00","slug":"program","status":"publish","type":"page","link":"https:\/\/collab.di.uniba.it\/mlops\/program\/","title":{"rendered":"Program"},"content":{"rendered":"\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Time<\/th>\nEvent<\/th>\n<\/tr>\n<\/thead>\n
09:00\u201309:05<\/td>\nOpening<\/strong><\/td>\n<\/tr>\n
09:05\u201309:45<\/td>\n\n Keynote 1<\/strong>: Thomas Vrancken (ML6, University of Li\u00e8ge – Belgium)
\n “Considerations When Building Multi-agent Applications”<\/em>\n <\/td>\n<\/tr>\n
09:45\u201310:30<\/td>\n\n

Session 1: Healthcare & Regulatory Applications<\/strong><\/p>\n

Chair: Giulio Mallardi<\/em><\/p>\n

    \n
  • \n Alberto Marfoglia, Antonio Robustelli, Christian D’Errico, Sabato Mellone and Antonella Carbonaro,
    \n “A LLMOps-Driven Framework for Clinical Data Harmonization”<\/em>\n <\/li>\n
  • \n Antonio Robustelli, Alberto Marfoglia, Christian D’Errico, Sabato Mellone and Antonella Carbonaro,
    \n “Feasibility of MLOps-based Healthcare Pipelines in Ensuring the Cybersecurity Framework”<\/em>\n <\/li>\n
  • \n Fabrizio Rosmarino, Giulio Mallardi, Luigi Quaranta and Filippo Lanubile,
    \n “MLOps-Driven Automation of Regulatory Documentation for AI-Based Medical Software”<\/em>\n <\/li>\n<\/ul>\n<\/td>\n<\/tr>\n
10:30\u201311:00<\/td>\nCoffee Break & Networking<\/strong><\/td>\n<\/tr>\n
11:00\u201311:45<\/td>\n\n

Session 2: Frameworks & Collaborative Practices<\/strong><\/p>\n

Chair: Antonella Carbonaro<\/em><\/p>\n

    \n
  • \n Antonio Crespi Tobe\u00f1a, Maria Monserrat Barcel\u00f3, Antonia Mas Pichaco and Antoni-Llu\u00eds Mesquida Calafat,
    \n “Towards a Process Reference Model for Machine Learning Applications: Challenges and Opportunities”<\/em>\n <\/li>\n
  • \n Charbel Daoud, Danielle Azar, Julie Boich\u00e9, Christelle Urtado and Sylvain Vauttier,
    \n “SkeltyMLOps: Orchestrating Collaborative MLOps Activities”<\/em>\n <\/li>\n
  • \n Albana Celepija, Bruno Lepri and Raman Kazhamiakin,
    \n “Towards a Structured AI Development Lifecycle for Reusable AI Products in the Public Sector”<\/em>\n <\/li>\n<\/ul>\n<\/td>\n<\/tr>\n
11:45\u201312:30<\/td>\n\n

Session 3: Engineering Infrastructure & Automation<\/strong><\/p>\n

Chair: Gilberto Recupito<\/em><\/p>\n

    \n
  • \n Davide Loconte, Saverio Ieva, Agnese Pinto, Filippo Gramegna, Giuseppe Loseto, Floriano Scioscia and Michele Ruta,
    \n “A Serverless Cloud-to-Thing Framework for TinyMLOps Workflows”<\/em>\n <\/li>\n
  • \n Tobias Klein
    \n “Killing Configuration Debt with a Single-Source, DVC-Driven Pipeline: An Industrial Experience Report”<\/em>\n <\/li>\n
  • \n Tibo Bruneel, Welf L\u00f6we, Morgan Ericsson, Jonas Nordqvist and Diego Perez-Palacin,
    \n “Automated Code Translation Using an Engineering-Driven Pipeline Approach of Language Models”<\/em>\n <\/li>\n<\/ul>\n<\/td>\n<\/tr>\n
12:30\u201314:30<\/td>\nLunch Break<\/strong><\/td>\n<\/tr>\n
14:30\u201315:30<\/td>\n\n Keynote 2 (remote)<\/strong>: Marcos Kalinowski (PUC-Rio, Brazil)
\n “Beyond MLOps: A Research Roadmap for Engineering Multi-Paradigm AI Systems”<\/em>\n <\/td>\n<\/tr>\n
15:30\u201316:00<\/td>\nCoffee Break & Networking<\/strong><\/td>\n<\/tr>\n
16:00\u201316:30<\/td>\n\n

Session 4: Data Quality & Model Monitoring<\/strong><\/p>\n

Chair: Luigi Quaranta<\/em><\/p>\n

    \n
  • \n Gilberto Recupito, Giammaria Giordano, Dario Di Nucci and Fabio Palomba,
    \n “Detecting Semantic Data Smells with BERT: A Transformer-Based Approach to Data Quality”<\/em>\n <\/li>\n
  • \n Lara Luys and Mathias Verbeke,
    \n “Disentangled Latent Space-Based Drift Detection for Efficient Model Monitoring in Edge MLOps”<\/em>\n <\/li>\n<\/ul>\n<\/td>\n<\/tr>\n
16:30\u201316:45<\/td>\nClosing Remarks<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\n \ud83d\udccd Venue:<\/strong> Plesso di Ingegneria (Engineering Faculty) \u2013 Room 0.7, Viale Risorgimento 2, 40136 Bologna, Italy
\n \u26a0\ufe0f Note:<\/strong> Navigation systems may suggest incorrect entrances. Registration desk is at the address above.
\n \ud83d\udeb6 From city center:<\/strong> 25 min walk mainly under Bologna’s famous porticos (recommended route<\/a>)<\/p>\n","protected":false},"excerpt":{"rendered":"

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