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CO-LOCATED EVENTS

Speaker

Dogukan Sonmez

Project Lead Machine Learning Platform, BMW AG

Dogukan Sonmez is the AI Project Lead at the BMW Research Department. He has 15+ years of industry experience in the domains of AI/ML, big data, and software engineering. He joined BMW in 2017 in the division for Autonomous Driving. He has worked on various projects, ranging from developing scalable image processing solutions to building an MLOps ecosystem for the autonomous driving project. Since 2021, he has been working on research projects to develop advanced AI/ML solutions and transform businesses to be data-driven with next-gen AI applications.

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Session

Generative AI in SDVs – Bridging language and the physical world

Case Study

Monday, December 01

11:50 am - 12:15 pm

Live in Berlin

Less Details

As generative AI expands beyond text, its applications in SDVs 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 software defined 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 software defined 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

Company

BMW AG

https://www.bmwgroup.com/en/general/imprint.html
With its BMW, MINI, Rolls-Royce and BMW Motorrad brands, the BMW Group is the world's leading premium manufacturer of automobiles and motorbikes and provider of premium financial services. The BMW Group production network comprises over 30 production locations worldwide; the company has a global sales network with representatives in over 140 countries. In 2024, the BMW Group achieved worldwide sales of 2.45 million automobiles and over 210,000 motorbikes. Profit before tax in the financial year 2024 amounted to €11.0 billion and revenue to €142.4 billion. As at 31 December 2024, the company employed 159,104 people worldwide.
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Colocated with
SDV - Software Defined Vehicle 2025 is part of the Smart Mobility Hub Event Series. You can find more events here.
Date
December 01 – 02, 2025
Location
Maritim proArte Hotel Berlin
Dorotheenstraße 65
Berlin
Phone
+49 (0)30 52 10 70 3 0
eMail
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