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szymciem8/README.md

Hi My name is Simon

I'm currently focusing on improving my skills in machine learning.

  • 🌍 I'm based in Poland.
  • 🧑‍🎓 I am studying for a master's degree in computer science at Silesian University of Technology.
    • 📝 Thesis: Analysis of thyroid US images using artificial intelligence methods.
  • ✉️ You can contact me at szymon.ciemala@protonmail.com.
  • 🧠 I'm learning PySpark.
  • ⚒️ 📈 Time series prediction (LSTM, SimpleRNN).
  • 💻 Future Projects:
    • 🎶 Sound classification (CNN)
    • 🖼️ GAN for paintings

Skills

Python Jupyter Tensorflow Tensorflow Tensorflow Tensorflow Tensorflow Tensorflow Tensorflow Jupyter C#

Socials

Pinned

  1. Analysis-of-thyroid-US-images-with-ML Analysis-of-thyroid-US-images-with-ML Public

    The study focuses on thyroid nodule segmentation in Oncology Institute images, utilizing Samsung and General Electric datasets. It evaluates U$^2$-Net performance on same-device data and explores U…

    Jupyter Notebook 1

  2. Semantic-Image-Synthesis Semantic-Image-Synthesis Public

    Generative models that generate paintings in the style of Bob Ross based on segmentation images.

    Jupyter Notebook 2

  3. Thesis-AI-Assistant Thesis-AI-Assistant Public

    Thesis Assistant powered by OpenAI, Langchain and Vector databases.

    Python

  4. OpenLeap OpenLeap Public

    Hand gesture Python module

    Jupyter Notebook 2

  5. AGV-Autonomous-Docking AGV-Autonomous-Docking Public

    Algorithm for autonomous docking of AGV platform.

    Jupyter Notebook 9

  6. RNN-for-dynamic-system RNN-for-dynamic-system Public

    Training pipeline which creates a RNN model of a dynamic system (Laplace Transform).

    Jupyter Notebook