How Roche’s Data Platform accelerates Feature Engineering through Generative AI

Speaker: Vishakha Sharma

This talk explores how Roche’s data platform harnesses the power of Generative AI to revolutionize feature engineering, a critical step in developing predictive models and enhancing data-driven healthcare.

Feature engineering, traditionally a time-consuming and expertise-intensive process, is significantly accelerated through the data platform’s integration of Generative AI. Roche’s data platform automates the extraction, creation, and optimization of features from vast and diverse datasets, transforming raw data into meaningful inputs for machine learning models. By leveraging Generative AI, the data platform not only increases efficiency but also uncovers hidden patterns and relationships that may be overlooked by traditional methods.