Safe and smarter driving, powered by AI (sponsored by Amazon Web Services)
The path to autonomy and safe transportation is determined by helping and learning from real drivers. Learning from driving data and using the power of AI, Nauto improves commercial fleet safety with their intelligent driver safety system. This innovative solution analyzes how drivers interact with their vehicles and helps uncover trends, challenges, and any high-risk events. Nauto uses this data to model and train machine learning models using Amazon SageMaker.
Lei Pan explores how Nauto uses Amazon SageMaker and other AWS services including Amazon SNS and Amazon SQS to continually evolve smarter data for driver behavior. You’ll learn how Nauto reduced their model training time with SageMaker and the use of strong central governance, workload standardization, and efficient utilization of compute resources.
This keynote is sponsored by Amazon Web Services.
Lei Pan is a senior director of engineering, cloud services at Nauto, leading efforts on building and scaling platform services of core, data, and machine learning infrastructure. Previously, Lei led engineering teams and architecture efforts for a number of startups, focusing on video summarization, segmentation, transcoding, and distribution.
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