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  1. SVM-Optimization-PSO SVM-Optimization-PSO Public

    SVM optimized with Particle Swarm Optimization (PSO) for hyperparameter tuning, improving classification accuracy on the Maternal Health Risk dataset.

    Python 1

  2. Dynamic-System-Optimization Dynamic-System-Optimization Public

    A collection of Python implementations for dynamic system optimization, including ARX modeling, linear programming, PSO, and genetic algorithms. Developed as part of a university module with a focu…

    Python

  3. NeuralNetwork-WPF NeuralNetwork-WPF Public

    Neural network built from scratch in C# with a clean WPF interface for image recognition.

    C# 1 1

  4. Patient-Monitor Patient-Monitor Public

    Developed as part of the "Softwaretechnik" module to explore healthcare data processing and visualization.

    C#

  5. Robotics-AutonomousDriving Robotics-AutonomousDriving Public

    Part of the "Robotik" module during the Summer Semester 2024. This project demonstrates the integration of hardware and software components to achieve autonomous vehicle navigation using ROS2.

    Python

  6. Machine-Data-Analysis Machine-Data-Analysis Public

    Personal initiative to integrate automation engineering knowledge with data science, developed to enhance skills in time series analysis, machine learning, and predictive modeling.

    Python