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Aspa Kellari

Aspa kellari

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location of Aspa KellariAthens, Attiki, Greece
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Followers of Aspa Kellari361 followers

  • Timeline

  • About me

    Data Scientist | ML Engineer

  • Education

    • University of patras

      -
      Diploma electrical and computer engineering

      Thesis: "Implementation and evaluation of separation methods for multi-channel, acoustic, periodic biosignals"Keywords: Signal Processing, Principal Component Analysis, Independent Component Analysis, Periodic Component Analysis, Least Squares method

    • University of patras

      -
      Master of science - ms biomedical engineering

      Thesis: "Knee joint segmentation using deep learning and label fusion techniques"Keywords: Medical Image Segmentation, Convolutional Neural Networks, MRI, Deformable Image Registration, Joint Label fusion

  • Experience

    • Humboldt university of berlin

      Jan 2018 - Jan 2018
      Intern

      Participation in a large-scale EEG experiment. Responsibilities included:• EEG preparation, monitoring and recording• Data preprocessing using Brain Vision Analyser and EEGlab toolbox• Multi-Scale Entropy analysis and Frequency analysis of data using Matlab• Genetic sampling, centrifugation of blood samples and pipetting

    • Core group

      Apr 2022 - now
      Data scientist

      Engaged in multiple EU Horizon Projects centered around the Industry 4.0 sector.Main responsibilities include the design, implementation, and upkeep of Machine Learning and Deep Learning models across various projects, with a focus on: - Predictive Maintenance - Time Series Forecasting - Energy Management Systems - Energy Optimization

  • Licenses & Certifications

    • Helloai ris online - artificial intelligence online training

      Ge healthcare, kth royal institute of technology and leitat technological center

    • Deep learning: advanced computer vision (gans, ssd, +more!)

      Udemy
      Jul 2021