Shayoni Dutta is a Quantitative and Semantic AI leader with over 14 years of experience in the pharmaceutical and biotech industry, specializing in knowledge graphs, causal AI, and intelligent data platforms. She designs AI-driven architectures that enable Digital Twin–based visibility and decision intelligence across pharmaceutical manufacturing and supply chains. Her work focuses on integrating graph technologies, advanced analytics, and agentic AI to build more resilient, transparent, and data-driven global supply networks.