Rajat Sagar
Vice President, Product Management
Rajat Sagar serves as Vice President of Advanced Driver Assistance Systems (ADAS) and Automated Driving (AD) products at Qualcomm Technologies, Inc. Since joining the company in 2019, his visionary leadership has spearheaded transformative growth in Qualcomm Technologies’ Autonomous Driving sector. Rajat led the product management for Qualcomm Technologies’ first ADAS and autonomous driving SOC, and he developed a comprehensive, scalable end-to-end artificial intelligence (AI) and autonomy stack. Driven by a profound passion for leveraging AI to tackle large-scale real-world challenges, Rajat is dedicated to creating a wide range of turnkey, end-to-end autonomous driving solutions.
Presentation
Evolution of AI & System Architectures for Automated Driving
This presentation explores the transformative role of artificial intelligence (AI) in advanced driver assistance systems (ADAS) and automated driving (AD) applications. It delves into the integration of AI models, highlighting the shift from traditional, stack-oriented architectures to end-to-end (E2E) networks. The presentation discusses the benefits of using E2E networks with generative AI, including enhanced system integration, simplified maintenance, and scalability. It also examines the potential of AI in sensor fusion, route planning, and driver assistance, emphasizing the importance of modern architectures in improving vehicle safety and driver satisfaction.
