foreword
In today’s dynamic landscape of AI and machine learning, the ability to extract meaningful insights from unlabeled data is transforming industries and driving innovation. As an AI leader and practitioner with experience across multiple sectors—and currently heading the Data Science and AI team at a major pharmaceutical company—I have witnessed first-hand how groundbreaking ideas reshape entire industries.
In our work in oncology and biopharma, we use AI to empower life sciences companies to educate healthcare professionals and target key stakeholders with precision—ensuring that the right therapy reaches the right patient at the right time. In regulated industries, where precision and compliance are paramount, innovative approaches that extract actionable insights from raw, unlabeled data are not just beneficial but essential.