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Dogukan
Sonmez
Project Lead, ML
BMW
Dogukan leads the Machine Learning Platform at BMW Group, architecting scalable infrastructure for end-to-end ML workflows. His work focuses on automating model lifecycle management, enabling reproducibility, and ensuring robust deployment pipelines. He collaborates closely with engineering and data teams to support production-ready AI across mobility, manufacturing, and enterprise domains.
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11 September 2025 15:10 - 15:30
Gen AI beyond language: Building for the physical and Industrial world
Text isn’t the only frontier for GenAI. From automotive to manufacturing, teams are applying generative models to physical systems and industrial data. Dogukan dives into what it takes to move beyond language, working with 3D models, sensor streams, and domain-specific data to build systems that generate real-world value. Key takeaways: → How generative models are being adapted for 3D, signal, and structured data. → Challenges in training and deploying GenAI in physical environments. → What language-native GenAI builders need to know when shifting to non-language domains.