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mbatsch/README.md

About me

Data scientist and researcher with 10+ years of experience in computational analysis, signal and image processing, and machine learning. Combines a strong foundation in mathematics and mechanical engineering with hands-on expertise in deep learning, computer vision, and scientific programming to solve complex, data-driven problems across inter disciplinary domains.

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  1. gear_fault gear_fault Public

    Gear fault detection method by unsupervised deep learning of autoencoder.

    Python 3

  2. gear_vibrations gear_vibrations Public

    Vibration excitation in gearboxes due to surface deviations.

    Python

  3. gear_honing gear_honing Public

    The method of prediction of tooth profile deviations in gear honing.

    MATLAB

  4. scara_robot scara_robot Public

    Vision based control of small educational double SCARA robot.

    MATLAB 1

  5. small_obj_roundness small_obj_roundness Public

    Image processing algorithm for evaluation of the roundness of small objects.

    MATLAB

  6. sofa sofa Public

    What is the optimal shape of sofa?

    MATLAB