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zeniafragaki/README.md

Zenia Fragaki

Ph.D. Candidate in Computational Intelligence and Control Systems at the Department of Electrical and Electronics Engineering, University of West Attica (UNIWA).

Biomedical Engineer at Tzaneio General Hospital, specializing in sleep study devices.

My research focuses on computational intelligence, automatic control, optimization algorithms, mathematical modeling of dynamic systems, machine learning, and Artificial Pancreas systems.

Diploma Thesis: Development of Control and Advanced Control Schemes for Artificial Pancreas Systems https://polynoe.lib.uniwa.gr/xmlui/handle/11400/11763

๐Ÿ”ฌ Major Areas of Interest

  • Control Systems Theory and Applications
  • Predictive Control
  • Optimization Techniques (Particle Swarm Optimization, Genetic Algorithms)
  • Signal Processing and Biomedical Signal Analysis
  • Mathematical Modeling of Dynamic Systems
  • Computational Intelligence and Machine Learning Applications

๐Ÿ’ป Mostly Working With

  • MATLAB and Simulink
  • Python
  • SQL, and AVR programming for embedded applications

๐Ÿง  Some Hands-on Experience With

  • Large Language Models (LLMs), applying them to tasks such as medical imaging protocols understanding and artifact recognition.
  • Processing and analyzing real Neuroscience Signals from functional Near-Infrared Spectroscopy (fNIRS) recordings, aiming at basic brain activity exploration for ๐‹๐š๐›๐จ๐ซ๐š๐ญ๐จ๐ซ๐ฒ ๐จ๐Ÿ ๐๐ข๐จ๐ฌ๐ข๐ ๐ง๐š๐ฅ ๐€๐œ๐ช๐ฎ๐ข๐ฌ๐ข๐ญ๐ข๐จ๐ง & ๐๐ž๐ฎ๐ซ๐จ๐ฉ๐ก๐ฒ๐ฌ๐ข๐œ๐ฌ of UniWA , Biomedical Engineering Dept.

I am highly motivated to contribute to innovative research projects, participate in interdisciplinary collaborations, and constantly expand my knowledge across the fields of control systems, artificial intelligence, and biomedical technologies.

๐Ÿ“ง:zeniafragkaki@gmail.com or bme20388126@uniwa.gr

๐Ÿ”—: https://www.linkedin.com/in/zenia-fragaki/

Pinned Loading

  1. PID-controller PID-controller Public

    Simple PID controller with Ziegler Nichols tuning option

    MATLAB

  2. Cart_Pole Cart_Pole Public

    Inverted pendulum with simple PID controller

    MATLAB

  3. Particle_Swarm_Optimization Particle_Swarm_Optimization Public

    Standard Particle Swarm Optimization with Ackleys' benchmark function

    MATLAB

  4. DSS-for-breast-cancer DSS-for-breast-cancer Public

    DSS for discrimination of benign from malignant cases

    Python

  5. Brain-tumor-discrimination-low-or-high-grade Brain-tumor-discrimination-low-or-high-grade Public

    Statistical analysis of features able to discriminate between low and high grade brain tumor H&E images

    Python