book now
Logo&nsbp;
CO-LOCATED EVENTS
NextPrevious

Session

How can AI, ML, and data connectivity advancements bridge the gap between current autonomous capabilities and safe, scalable real-world deployment?

Panel Discussion

Monday, September 29

05:50 PM - 06:35 PM

Live in Berlin

Less Details

  • How can AI and ML models be trained to handle unpredictable real-world conditions, including rare and adversarial scenarios?
  • What are the limitations of simulation-based training, and how can real-world data be effectively incorporated to improve model robustness?
  • With massive sensor data streams, how can V2X communication and edge computing optimize real-time decision-making in autonomous vehicles?
  • How can AI models be designed to continuously learn, adapt, and generalize across different geographies, weather conditions, and traffic patterns?
  • What are the key AI safety and validation strategies required to meet regulatory standards and ensure reliable deployment at scale?
Panel Discussion

Speaker

Luke Nguyen

AD & ADAS System Design, Volvo Cars

Experienced in automotive system and software engineering with a strong background in AD&ADAS, electronic system, and project management. Skilled in standards and regulations such as AUTOSAR, functional safety (ISO26262), Vehicle Cybersecurity ISO 21434 and SAE J3061, including R155, R156, R79, and ALKS R157. Currently working in Volvo Cars AD & ADAS Platform system Design - Camera Vision system, ensuring compliance with safety and cybersecurity standards. Previously served as an Engineering project manager at VINFAST LLC, leading AD & ADAS development projects for D/E segment cars and Premium versions. Proficient in cross-functional collaborations, problem-solving, and engineering leadership. Well-versed in project management methodologies, including Agile/Scrum and V-Model. Fluent in working in multicultural environments and experienced in international business engagements.

Join Luke Nguyen
Book Now!

Samagra Singh

Senior Technical Lead, Mercedes Benz AG

Samagra Singh is a Senior Technical Lead at Mercedes-Benz Research and Development India, focusing on driving strategic intelligence and innovation.

Join Samagra Singh
Book Now!

Tin Stribor Sohn

Technical Lead Vehicle Data Analytics Automated Driving, Porsche AG
Join Tin Stribor Sohn
Book Now!

Company

Volvo Cars

https://volvocars.com
Everything we do starts with people. Our purpose is to provide freedom to move, in a personal, sustainable and safe way. We are committed to simplifying our customers’ lives by offering better technology solutions that improve their impact on the world and bringing the most advanced mobility innovations to protect them, their loved ones and the people around them. Volvo Cars’ continued success is the result of a collaborative, diverse, and inclusive working environment. The people of Volvo Cars are committed to making a difference in our world. Today, we are one of the most well-known and respected car brands, with over 40,000 employees across the globe. We believe in bringing out the best in each other and harnessing the true power of people. At Volvo Cars your career is designed around your talents and aspirations so you can reach your full potential. Join us on a journey of a lifetime as we create safety, autonomous driving and electrification technologies of tomorrow.

Mercedes Benz AG

https://www.mbrdi.co.in
Mercedes-Benz Research and Development India (MBRDI) is the largest research and development centre for Mercedes-Benz Group AG outside of Germany. With over 27 years of innovation, MBRDI is contributing towards building the world’s most desirable cars, right here from India. Our mission - shape the future of sustainable mobility, one innovation at a time. MBRDI’s expertise includes developing new technologies like connected, autonomous and electric in the mobility world - driving digital acceleration, leading excellence in-car software and paving the way for sustainable mobility. MBRDI currently employs over 8500 professionals in the field of engineering, digitalisation, testing and simulation, and data science, with people at the heart of our culture. Our philosophy - When every individual shines in his or her own capabilities, we shine! We are committed to building an environment where everyone is enabled to bring their true self to work, each day. By fostering a diverse & inclusive work ecosystem, and enabling equal opportunities, we are building a culture that inspires innovation and sparks creativity and growth.

Porsche AG

https://www.porsche.com
“In the beginning I looked around and could not find quite the car I dreamed of. So I decided to build it myself.“ This quote by Ferry Porsche sums up everything that makes Porsche what it is. It has been our guiding star for more than 75 years. Every day, we search for the best solution with commitment, passion and enthusiasm. We courageously tread new and untested paths. Our entrepreneurial pioneering spirit makes unique solutions possible. We love challenges, act quickly and always act respectfully and fairly towards people and the environment.
Get Agenda
Book Now

NextPrevious