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mbatsch/README.md

About me

I am a mechanical engineer and scientist with over ten years of experience in scientific programming and computations including image and signal processing. Recently my scientific interests expanded to machine learning and neural networks. As a problem-solving-oriented person with the ability to understand complicated mathematical models and a strong mechanical engineering background, I am ready to dive into a data-driven world as a data scientist/ML engineer 😄

Pinned

  1. gear_fault gear_fault Public

    Gear fault detection method by unsupervised deep learning of autoencoder.

    Python 1

  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

  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