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Niva Ran is an experienced professional in the field of data science and optical display engineering. In the current role as a Senior Data Scientist at Apple, Niva applies advanced analytical skills to drive data-driven decision-making processes. Previously, Niva held positions as a Senior Optical Display Engineer and a Display Technology Engineer at Apple, contributing to the development of innovative display technologies. Niva's academic background includes a postdoctoral researcher position and a graduate student researcher role at the University of California, Santa Barbara, where significant research contributions were made in related areas.