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Mina
Tawadrous
Staff Product Manager
SiriusXM
Mina Tawadrous is a seasoned Product Leader with a proven track record in lean enterprise, XP practices, and application modernization initiatives. He is a Director of Product Management at Veracode and has been working on their platform and with different developer tools and integrations. Previously, Mina worked in Product Management Consulting at Pivotal Labs and VMWare.
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12 November 2025 11:15 - 12:15
Panel: Engineering predictive products, from dark data to AI-driven foresight
For product leaders, engineered intelligence is key to foresight and adaptation. This panel dissects the technical and strategic essentials of building a robust AI and data foundation for predictive product leadership. We'll cover practical approaches to: - Building your "data moat": Designing and governing data pipelines, including dark and unstructured insights. - The MLOps imperative: Scaling and maintaining reliable machine learning models. - AI-driven optimization: Leveraging AI for advanced experimentation, personalization, and dynamic product enhancements. - Responsible AI in practice: Engineering fairness, transparency, and privacy into AI systems. Gain critical insights into the technical blueprints and strategic shifts for building truly intelligent products that anticipate needs, optimize resources, and earn trust in an AI-first world.