Dr. Soodabeh Darzi
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English Full professional proficiency
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German Professional working proficiency
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Persian Native or bilingual proficiency
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Bio
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Experience
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Data Scientist
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Nov 2018 - Present
● Deep Learning for image processing (Python): o Prediction and analysis of image databank o Model deploy on AWS with SageMaker o Implementation of AWS AutoGloun for image prediction o Training CNNs on pre-trained large-scale models ● Extensive natural language processing projects: o Deep-trained Translator (PyTorch) o Text extraction through unstructured text o Text classification (TensorFlow-Keras) o Q&A transformer with BERT and FAIRSEQ (Meta) ● Data analysis with statistical methods: o Automation of database deduplication o Data visulaisation (Tensorboard) Show less
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Azad University
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Higher Education
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700 & Above Employee
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Scientist
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Sep 2016 - Sep 2017
Scientist and lecturer at the faculty of medical engineering Scientist and lecturer at the faculty of medical engineering
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Universiti Tenaga Nasional
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Malaysia
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Education Administration Programs
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700 & Above Employee
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Research Engineer
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2015 - 2016
Big data optimization with machine learning to retrieve the failures of detection sensors by applying supervised and unsupervised learning with SVM and CNN in iPython medium. Big data optimization with machine learning to retrieve the failures of detection sensors by applying supervised and unsupervised learning with SVM and CNN in iPython medium.
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National University of Malaysia
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Malaysia
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Higher Education
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700 & Above Employee
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Research Assistant
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2013 - 2015
Demonstration of a new artificial intelligence algorithm (Hybrid Gravitational Search Algorithm), Implementation to the smart antenna technology. Demonstration of a new artificial intelligence algorithm (Hybrid Gravitational Search Algorithm), Implementation to the smart antenna technology.
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Lecturer Assistant
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2012 - 2014
Instructor (Graduate courses): Satelite, Antennas, Artificial intelligence.
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Assistant Research
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2012 - 2013
Demonstration of a new artificial intelligence algorithm (Hybrid Particle Swarm Optimization), Implementation to the smart antenna technology.
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Alborz Company
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International Trade and Development
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Electrical Engineering Technician
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2009 - 2010
Specification: Electronic board design, analysis and test measurements. Specification: Electronic board design, analysis and test measurements.
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Electrical Engineering Intern
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2008 - 2009
Specific Cell-phone repairment, Board test measurement. Specific Cell-phone repairment, Board test measurement.
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Education
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Universiti Kebangsaan Malaysia
Ph.D., Electrical Engineering -
Universiti Tenaga Nasional
Master's degree, Electrical and Electronics Engineering -
Azad University (IAU)
Bachelor's degree, Electrical and Electronics Engineering