I am an AI Research Leader with 15+ years of experience advancing AI, from classical computer vision and machine learning to today’s foundation and multimodal generative models. My core strength lies in driving innovation: developing new models that push the state of the art and translating them into real-world products at global scale.
As Principal Scientist at Amazon, I led high-impact core research and product efforts across Prime Video, Alexa, and mobile/.com shopping. I co-developed novel models and architectures for video understanding, vision-language representation, Large Multimodal Models (LMMs), and diffusion models. My work powered AI-driven features such as live sports highlights, virtual try-on, interactive product recommendations, and shopping assistants, used by millions of users worldwide and generating O(XXM) USD in business impact. I pioneered Amazon’s first deep learning models for video understanding and LMM-based shopping experiences, laying the foundation for new product directions and research programs across the company.
My research has been published in top-tier venues including CVPR, ICCV, ECCV, and ICML, with contributions spanning vision-language training, video understanding, generative models, and LMMs. I’ve authored 50+ publications and granted patents, and actively serve the scientific community as a reviewer and workshop organizer.
I thrive in fast-paced, cross-functional environments, collaborating with scientists, engineers, and product leaders to turn foundational research into scalable solutions. My goal is to build AI systems that are both technically groundbreaking and product-relevant.
I obtained my Ph.D. in Computer Science from the University of Verona (Italy) in 2012 supervised by Prof. Vittorio Murino and Prof. Marco Cristani. During my Ph.D., I visited the University of British Columbia collaborating with Prof. Nando de Freitas. Before Amazon, I was a postdoctoral fellow at Dartmouth College working with Prof. Lorenzo Torresani and I was a postdoctoral fellow at the Italian Institute of Technology working with Prof. Vittorio Murino.
Insegnamenti attivi nel periodo selezionato: 1.
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Corso | Nome | Crediti totali | Online | Crediti del docente | Moduli svolti da questo docente |
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Laurea magistrale in Data Science | Data visualisation (2025/2026) | 6 |
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Di seguito sono elencati gli eventi e gli insegnamenti di Terza Missione collegati al docente:
Titolo | Data inizio |
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SAMURAI - Suspicious and abnormal Behaviour monitoring using a network of cameras and sensor for situation awareness enhancement | 01/06/08 |
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