Leading Expert in Bioinformatics and Machine Learning Applications in Biology
Associated with :
Technische Universität MünchenTatyana Goldberg is a distinguished bioinformatics researcher who completed her PhD at the Technical University of Munich under the supervision of Professor Burkhard Rost. Her groundbreaking research focuses on combining machine learning with homology-based inference to predict protein cellular sorting and bacterial effector proteins, achieving up to three-fold improvements over existing methods. Goldberg's work has garnered significant recognition, including the IEEE Life Science travel award for Function-SIG at ISMB 2016 and the Dimitris N. Chorafas Award for Excellence in Scientific Research. Her expertise spans protein sub-cellular localization, structure and function prediction, and the application of machine learning to biological problems. Currently working at Allianz, she continues to contribute to the field through research publications and promotes gender equality while advocating for open-source development. Her research has been widely cited in the scientific community, particularly her work on protein location prediction and cellular sorting mechanisms.