Dr. Soodabeh Darzi

Data Scientist at jobleads.com - Careers for Senior-Level Professionals
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Contact Information
Location
Aschaffenburg, Bavaria, Germany, DE
Languages
  • English Full professional proficiency
  • German Professional working proficiency
  • Persian Native or bilingual proficiency

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Experience

    • Data Scientist
      • 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

    • Higher Education
    • 700 & Above Employee
    • Scientist
      • Sep 2016 - Sep 2017

      Scientist and lecturer at the faculty of medical engineering Scientist and lecturer at the faculty of medical engineering

    • Malaysia
    • Education Administration Programs
    • 700 & Above Employee
    • Research Engineer
      • 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.

    • Malaysia
    • Higher Education
    • 700 & Above Employee
    • Research Assistant
      • 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.

    • Lecturer Assistant
      • 2012 - 2014

      Instructor (Graduate courses): Satelite, Antennas, Artificial intelligence.

    • Assistant Research
      • 2012 - 2013

      Demonstration of a new artificial intelligence algorithm (Hybrid Particle Swarm Optimization), Implementation to the smart antenna technology.

    • International Trade and Development
    • Electrical Engineering Technician
      • 2009 - 2010

      Specification: Electronic board design, analysis and test measurements. Specification: Electronic board design, analysis and test measurements.

    • Electrical Engineering Intern
      • 2008 - 2009

      Specific Cell-phone repairment, Board test measurement. Specific Cell-phone repairment, Board test measurement.

Education

  • Universiti Kebangsaan Malaysia
    Ph.D., Electrical Engineering
    2013 - 2016
  • Universiti Tenaga Nasional
    Master's degree, Electrical and Electronics Engineering
    2011 - 2013
  • Azad University (IAU)
    Bachelor's degree, Electrical and Electronics Engineering
    2004 - 2009

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