My journey at AUMOVIO began with working on various aspects of autonomous driving, such as motion planning in mixed traffic environments, behavior prediction, localization and perception.

My research interests include data-driven development, motion planning, end to-end learning for autonomous driving and exploring AI’s potential to enhance R&D workflows. I am passionate about the positive impact autonomous driving can have on reducing accident rates (following AUMOVIO’s Vision Zero) and improving the sustainability of transportation.

Currently, I guide my team in developing AI-empowered products and services, and the automation of repetitive tasks in engineering, allowing employees to focus on more creative work. I believe AI will continue to revolutionize the automotive industry, enhancing safety features and driving automation.

Based in Singapore, our location is a key pillar for AUMOVIO’s global AI team, leveraging high AI talent density and strong academic partnerships.

My journey in AI began with a focus on High-performance Computing and Big Data Analytics for traffic management. Along the way, I also delved into fascinating areas like Brain-computer Interaction and Virtual Reality.

At AUMOVIO, I work with a talented team on multitask learning methodologies and efficient AI for automotive HPCs. What excites me most about my role is the chance to innovate and continuously learn in such a dynamic field. Seeing the positive impact of our work on the automotive industry, from enhancing safety to improving system performance, is incredibly rewarding.

Our team collaborates closely with various departments to develop cutting-edge deep learning models for automated and autonomous vehicles. Looking ahead, I believe AI will unlock new potentials in fully autonomous driving and personalized mobility experiences.

Based in Singapore, we are at the heart of AI innovation, leveraging our strategic location to drive R&D and testing for the rapidly growing automotive market in Asia.

My experience includes developing deep learning-based solutions for the mobility and aerospace industries, such as optimal engine component design, automated visual inspection for defect detection, andintelligent diagnostic recommendation systems.

At AUMOVIO, I lead R&D efforts to integrate advanced generative AI capabilities into our products. These include using diffusion and neural radiance field (NeRF) models for scene rendering in parking systems, large language models (LLMs) to power conversational systems, and multimodal understanding and generative AI models for personalized infotainment systems. I am motivated by the opportunity to shape the future of mobility through innovative AI solutions, enhancing user experiences and advancing vehicle intelligence.

AI has already improved safety and efficiency in the automotive industry, and I see its future potential in achieving generalized autonomy and transforming urban mobility with AI-driven ecosystems. Based in Singapore, our location is crucial for fostering collaboration with industry players and integrating advanced AI technologies into AUMOVIO’s global offerings.