Sabrina Cotogno, PhD

Developing a consulting practice focused on forecasting, predictive modeling, and data analytics for industrial and biotech applications, including time-series forecasting, predictive analytics, process monitoring, and biological data modeling.

AI and statistical modeling for optimization of bioproduction processes; designed ML infrastructure and predictive models for intelligent bioproduction; built real-time training and inference pipelines; integrated multimodal, high-dimensional biological data; performed real-time batch monitoring, deviation detection, quality and risk control.

ML research on large, heterogeneous biological datasets; development of generative models for proteins; contributed to model training infrastructure for large-scale biological ML workloads; organizer and lecturer at international schools and workshops; experience in interdisciplinary grant proposals.