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Mr. Popat has played a critical role in Apple's AI/ML Group since 2021, developing machine learning infrastructure for devices such as the Apple Watch. He created advanced modeling pipelines that enable features like Assistive Touch.

Identifying the risk of model theft, he filed a patent for a defense mechanism against model extraction attacks, which served as a foundation for Bosch's AIShield. This venture aims to protect AI systems from vulnerabilities.

Popat stresses the necessity of reliability and accountability in AI, especially as the software market is projected to quadruple by 2030. He advocates for embedding trustworthiness in AI design from the outset.