Mauro Pelucchi
Mauro Pelucchi is Senior Data Scientist and Big Data Engineer responsible for the design of the “Real-Time Labour Market Information System on Skill Requirements” for CEDEFOP (European Centre for the Development of Vocational Training).
He currently works as Head of Global Data Science at Lightcast with the goal to develop innovative models, methods, and deployments of labour market data and other data to meet customer requirements and prototype new potential solutions.
His main tasks are related to advanced machine learning modelling, labour market analyses, and the design of big data pipelines to process large datasets of online job vacancies. In collaboration with the University of Milano-Bicocca, he took part in many research projects related to the labour market intelligence systems. He collaborates with the University of Milano-Bicocca as a Lecturer for the Masters of Business Intelligence and Big Data Analytics and with the University of Bergamo as a Lecturer in Computer Engineering.
Session
How do you turn thousands of PDFs into actionable insights?
This talk shows how we built a Python-based AI assistant using LLMs and RAG to automate literature reviews: covering architecture, trade-offs, and real lessons from production use in policy research.