Dragoș Nastasiu

Research Engineer at Military Technical Academy "Ferdinand I"
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Contact Information
us****@****om
(386) 825-5501
Location
Bucharest, Romania, RO
Languages
  • English Professional working proficiency
  • French Elementary proficiency

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Bio

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Credentials

  • PCAP - Certified Associate in Python Programming
    OpenEDG Python Institute
    Dec, 2022
    - Oct, 2024

Experience

  • Military Technical Academy "Ferdinand I"
    • Romania
    • Higher Education
    • 1 - 100 Employee
    • Research Engineer
      • Jul 2019 - Present

      Research is mainly focused on signal and image processing: - image reconstruction regardless of the technology (radar, acoustics, X-rays, T-rays, etc.) - image noise removal and enhancement through data preprocessing using data-driven tools (such as EMD or the Phase Diagram) - image decomposition and characterization under view-point variations such as translations, rotations, different scales and perspectives (using wavelet-based approaches) - feature engineering - image classification through ML and DL approaches (NN, Graph NN, CNN, and other classifiers) - time-frequency analysis As a side job, I also teach classes for the 2nd, 3rd and 4th year Telecom students: - Digital signal processing - Wireless communications (practical applications with Arduino, Matlab and LabView) - Mobile app development with Ionic Framework (HTML, CSS and Angular) Show less

  • GIPSA-lab
    • France
    • Research Services
    • 1 - 100 Employee
    • Research And Development Engineer
      • Jan 2019 - Jul 2019

      • Provide solutions to real industry problems in terms of data analysis and processing • Collaborate in an international environment with many experts from the electrical and data processing field • Implementation of data processing algorithms and demonstration applications in order to easily disseminate knowledge Main aspects of my research: - Image analysis and feature extraction techniques using non-linear methods - Machine learning for security applications • Provide solutions to real industry problems in terms of data analysis and processing • Collaborate in an international environment with many experts from the electrical and data processing field • Implementation of data processing algorithms and demonstration applications in order to easily disseminate knowledge Main aspects of my research: - Image analysis and feature extraction techniques using non-linear methods - Machine learning for security applications

Education

  • Université Savoie Mont Blanc
    Doctor of Philosophy - PhD, Signal, Image, Speech and Telecommunications
    2020 - 2023
  • Military Technical Academy "Ferdinand I"
    Master's degree, Telecommunications and Information Technology
    2019 - 2020
  • Military Technical Academy "Ferdinand I"
    Bachelor's degree, Electronics, Telecommunications and Information Technology
    2015 - 2019

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