CO-LOCATED EVENTS
NextPrevious

Session

Keynote

Monday, September 29

06:00 PM - 06:30 PM

Live in Berlin

Less Details

As generative AI expands beyond text, its applications in autonomous vehicles are redefining how machines interact with the physical world. This session explores the use of generative models in handling 3D models, sensor streams, and domain-specific data within the context of autonomous systems. Attendees will gain insights into the adaptation of generative AI for non-language inputs, the unique challenges of physical deployment, and the skills required to transition from language-based AI development. Discover how these innovations are unlocking new possibilities in the design, testing, and operation of autonomous vehicles.

In this presentation, you will learn:

  • Adapting generative AI to 3D, sensor, and structured data
  • Overcoming challenges in physical-world AI deployment for vehicles
  • Shifting from language models to real-world generative applications
Presentation

Speaker

Dogukan Sonmez

Project Lead Machine Learning Platform, BMW Group

Doğukan Sönmez is a Machine Learning Engineer and Project Lead at BMW Group since 2022. A Marmara University Computer Science graduate, he specializes in AI-driven solutions for automotive innovation, focusing on vehicle performance and manufacturing efficiency.

Company

BMW Group

With its four brands BMW, MINI, Rolls-Royce and BMW Motorrad, the BMW Group is the world’s leading pre-mium manufacturer of automobiles and motorcycles and also provides premium financial services. The BMW Group production network comprises over 30 production sites worldwide; the company has a global sales network in more than 140 countries. In 2024, the BMW Group sold over 2.45 million passenger vehicles and more than 210,000 motorcycles worldwide. The profit before tax in the financial year 2024 was € 11.0 billion on revenues amounting to € 142.4 billion. As of 31 December 2024, the BMW Group had a workforce of 159,104 employees. The economic success of the BMW Group has always been based on long-term thinking and responsible action. Sustainability is a key element of the BMW Group’s corporate strategy and covers all products from the supply chain and production to the end of their useful life.

NextPrevious