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Data Architecture for AI
AI conversations often focus on models, yet the real foundation of intelligence lies in data architecture. Modern AI systems remain fragile because they lack context, semantics, and shared understanding. In this session, Michael Carducci explores how linked data, RDF, ontologies, and knowledge graphs address issues such as hallucination, inconsistency, and poor interoperability. Drawing from real-world examples, he connects decades of research in semantic web technologies to today’s AI and agentic systems. Attendees will learn how meaning can be modeled, linked, and reasoned over, and why the future of AI depends not on larger models, but on smarter, semantically structured data.
What You Will Learn
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How data architecture shapes the intelligence and reliability of AI systems
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The roles of linked data, RDF, ontologies, and knowledge graphs in solving context and consistency problems
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Practical insights into designing smarter, interoperable data foundations for modern AI
Who Should Attend
AI engineers, data architects, software developers, and technology leaders interested in building robust, context-aware AI systems through strong semantic data design.
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About the speaker
Michael Carducci
Hands-on Software Architect & Magician
Michael Carducci is a seasoned IT professional with over 25 years of experience, an author, and an internationally recognized speaker, blending expertise in software architecture with the artistry of magic and mentalism. His upcoming book, “Mastering Software Architecture,” reflects his deep understanding of the multifaceted challenges of building resilient, effective software systems and high-performing teams. Michael's career spans roles from individual contributor to CTO, with a particular focus on strategic enterprise architecture and digital transformation.
As a magician and mentalist, Michael has captivated audiences in dozens of countries, applying the same creativity and problem-solving skills that define his technology career. He excels in transforming complex technical concepts into engaging narratives, making him a sought-after speaker, trainer, and emcee for internal and tech events worldwide.
In his consulting work, Michael adopts a holistic approach to software architecture, ensuring alignment with business strategy and operational realities. He empowers teams, bridges tactical and strategic objectives, and guides organizations through transformative changes, always aiming to create sustainable, adaptable solutions.
Michael's unique blend of technical acumen and performative talent makes him an unparalleled force in both the tech and entertainment industries, driven by a passion for continuous learning and a commitment to excellence.
