As a Senior Vice President of Product Management in AI and Gen AI, Shub brings over two decades of leadership experience in shaping innovative data, platform, and AI solutions for significant growth and superior customer experiences across diverse organizations. Shub's journey in AI began with pioneering academic research, evolving into the development of groundbreaking commercial applications and patented solutions. His deep technical foundation in machine learning, deep learning, and generative AI is matched by his product management acumen and unwavering commitment to customer-centricity and data-driven innovation.