Rosa Maria Siervo is a dedicated Machine Learning Engineer at DPG Media IT, where she plays a pivotal role in the News Personalisation Squad within the RecoSearch Area. Her work focuses on harnessing the power of machine learning to enhance user experiences through tailored content...
Rosa Maria Siervo is a dedicated Machine Learning Engineer at DPG Media IT, where she plays a pivotal role in the News Personalisation Squad within the RecoSearch Area. Her work focuses on harnessing the power of machine learning to enhance user experiences through tailored content delivery. With a profound interest in the operationalization of AI applications, Rosa is at the forefront of developing innovative solutions that leverage data analysis and advanced algorithms to better understand audience preferences and behaviors.
In her current role, Rosa collaborates with a dynamic team to create and refine models that drive personalized news recommendations. She employs a variety of techniques, including topic modeling and process mining, to extract meaningful insights from vast datasets. Her expertise in tools such as Hive and ArangoDB enables her to efficiently manage and analyze data, ensuring that the recommendations are not only relevant but also timely. Additionally, her proficiency in simulations and programming languages like JavaScript and Matlab allows her to prototype and test new algorithms, pushing the boundaries of what is possible in news personalization.
Rosa's passion for technology and continuous learning is evident in her commitment to staying updated with the latest advancements in machine learning and AI. She believes that the key to innovation lies in understanding existing concepts from fresh perspectives, a philosophy that resonates deeply with her work. Through her contributions at DPG Media IT, Rosa is not only shaping the future of news consumption but also inspiring others in the tech community to explore the transformative potential of AI. For a deeper dive into her journey and insights, check out her interview at DPG Media Group.
