Revolutionizing Data Pipelines, Unifying Metadata, Knowledge Graphs, and Generative AI - Alexander Schober - The Earley AI Podcast with Seth Earley and Chris Featherstone - Episode #038

Revolutionizing Data Pipelines, Unifying Metadata, Knowledge Graphs, and Generative AI - Alexander Schober - The Earley AI Podcast with Seth Earley and Chris Featherstone - Episode #038

Author: Seth Earley December 15, 2023 Duration: 48:31
Our guest this episode is Alexander Schober, a data & AI project owner at Motius. He manages a diverse team of tech experts, focusing on Machine Learning, Knowledge Graphs, and Data Analysis. Alexander previously worked at Siemens Technology which involved pioneering research in Federated Learning and Self-Supervised Methods for anomaly detection. He used algorithms like Federated Averaging and SimCLR to address data privacy and label sparsity. Alexander joins Seth Earley and Chris Feat...

Seth Earley sits down with a diverse mix of experts, from visionary thinkers to hands-on practitioners, for conversations that cut through the hype surrounding artificial intelligence. The Earley AI Podcast focuses on the tangible intersection of emerging technology and real-world business needs. Each discussion moves beyond abstract possibilities to examine the practical steps for implementing AI and machine learning within organizations. You’ll hear specific insights into data science, enterprise applications, and the evolving technological landscape. These episodes are grounded in the reality that AI is becoming deeply woven into both our professional tasks and personal routines. The dialogue consistently asks how we bridge the gap between ambitious potential and deployed, functional systems. For anyone curious about how these tools are actually built, integrated, and managed, this podcast offers a necessary and nuanced perspective. Seth guides these explorations with a focus on actionable knowledge, making complex topics accessible without oversimplifying the significant challenges and opportunities ahead. It’s a resource for understanding not just what AI can do in theory, but how it is changing our world in practice.
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