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designing scalable front-end and back-end software structures that integrate and accelerate scientific workflows for multi-institutional collaborations. Develop, test, debug, and maintain new and existing
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experience (front-/back-end, metrology/inspection, equipment maintenance, yield-improvement projects). Digital twin, IIoT, MLOps, real-time data streaming, edge computing. Causal/XAI, Bayesian methods
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