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Dorota Herman is an experienced data scientist specializing in drug discovery, currently serving as a Principal Data Scientist at Johnson & Johnson Innovative Medicine since October 2023. Prior to this role, Dorota held various positions at The Janssen Pharmaceutical Companies of Johnson & Johnson from March 2017 to October 2023, including Senior Scientist in Discovery Data Science and Scientist in Computational Systems Biology. Dorota's earlier experience includes a postdoctoral researcher position at VIB and a PhD in Computational Biology from the University of Birmingham. Additional roles include research at MyCIB, a trainee position at the National Center for Biotechnology in Spain, and a traineeship at Université de Franche-Comté. Dorota's expertise encompasses omics data analysis, data integration, network analysis, data mining, and mathematical modeling of gene regulation, supported by an MSc Eng in Biomedical Engineering from Wrocław University of Science and Technology.