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Andrea Grafmüller has worked in a variety of roles since 2009, beginning as a Postdoctoral Researcher at the University of Utah. Andrea then moved to the University of Chicago in 2010, taking on a Postdoctoral Researcher role. In 2011, they began working at the Max Planck Institute for Colloids and Interfaces as a Researcher. In 2012, they were promoted to Research Group Lead at the same institute. In 2020, they took on a Data Scientist role at the S2DS virtual Program/EPRI (Electric Power Research Institute). Most recently, they began working as a Machine Learning Researcher at Nostos Genomics in 2021.

Andrea Grafmüller completed a Master of Science in Physics at Queen Mary University of London from 2000 to 2004. Andrea then went on to pursue a Doctor of Philosophy in Physics at the University of Potsdam. In 2021, they obtained certifications in AWS Elastic Beanstalk: Build & Deploy a Node.js RESTful API from Coursera, DevOps Foundations: Containers from LinkedIn, and DeepLearning.AI TensorFlow Developer Spezialisierung from Coursera. In 2020, they obtained a Certificate of Completion (S2DS) from PIVIGO LIMITED.