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Aysha Machingara is an experienced professional in risk strategy, decision science, and analytics, currently working at Uber. Previous roles include serving as a cognitive engineer, AI consultant, and data scientist at IBM, as well as contributing to teaching positions at Carnegie Mellon University in various subjects such as database management systems and decision making under uncertainty. Additionally, Aysha has held positions as a data science consultant, senior business analyst, and member of the solution innovation and design team at Affine Analytics, and worked as a decision scientist at Mu Sigma Inc. Aysha holds a Master's degree in Business Intelligence and Data Analytics from Carnegie Mellon University and a Bachelor of Engineering in Engineering/Industrial Management from Dayananda Sagar Institutions.