Mansoureh Aghabeig
Angestellt, Data Scientist, German Center for Neurodegenerative Diseases (DZNE), Germany
Deutschland
Werdegang
Berufserfahrung von Mansoureh Aghabeig
Bis heute 5 Jahre, seit Juli 2019
Data Scientist
German Center for Neurodegenerative Diseases (DZNE), Germany
• Implemented services & support for all data scientist issues, reducing computational cost & improving accuracy in most of the neurodegenerative research projects more than 50% against prior methods • Trained staff scientists to apply image analysis, data processing & statistics models to process the large set of microscopic images • Collaborated with the biology team, designing a clustering model for multi-variate image analysis data with 85% accuracy rate
1 Jahr und 10 Monate, Sep. 2017 - Juni 2019
Research Assistant
Nicolaus Copernicus University, Poland
• Facilitated in scientific research of sources of brain's cognitive activity, conducting a tensor decomposition of multi-domain brains' signals model, attaining a reliable representation of the underlying source of brain activity • Teamed up with psychology & neuroscience scientists, proposing a model for analysis a multi-domain EEG time-frequency data of infants & visualizing the results, leading to better diagnostic and therapeutic methods
1 Jahr und 11 Monate, Nov. 2014 - Sep. 2016
Research Assistant
Poznan University of Technology
• Influenced in combinatorial optimization metaheuristic research, proposed a scalarizing function-based multi-objective optimization model, enhancing the performance algorithm of traveling salesman problem & set covering problem • Designed the heterogeneous multi-objective optimization benchmarks, achieving a better calculation for the algorithm's performance in vehicle routing problem
Ausbildung von Mansoureh Aghabeig
2 Jahre und 1 Monat, Nov. 2011 - Nov. 2013
Computer Science
Amirkabir University of Technology
M.Sc. in Computing Science • Specialization: Intelligent systems
Sprachen
Englisch
Fließend
Deutsch
Grundlagen
Farsi
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