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ShaySapozhnikov/README.md

πŸ‘‹ Hi, I’m Shay Sapozhnikov!

πŸŽ“ Computer Science Student @ University of Winnipeg
πŸͺ Geoscience Enthusiast | πŸ€– Machine Learning Developer |


🌟 About Me

I'm a Computer Science student with a deep curiosity for how technology intersects with planetary science. I'm especially passionate about leveraging data-driven tools to explore, understand, and push the boundaries of geoscience and space exploration.

πŸ”¬ Currently building a spectral analysis tool that uses random forest classifiers to identify elements based on plasma spectral linesβ€”combining machine learning with real scientific application.

πŸ“š Pursuing a minor in Physical Geology to deepen my understanding of planetary systems, Earth processes, and the science behind exploration.

πŸ’‘ My mission: To bridge computational methods with natural sciences, and contribute to the frontiers of astroinformatics and earth systems modeling.


🧠 AI & Data Science Stack

  • πŸ” Data Analysis – NumPy, Pandas, Matplotlib, Seaborn
  • 🧠 Machine Learning – Scikit-learn, TensorFlow, PyTorch
  • πŸ“Š Visualization – Jupyter Notebooks, Plotly, Matplotlib
  • πŸ§ͺ Scientific Tools – SciPy, spectral data pipelines, domain-specific modeling

πŸ”­ Projects & Research

An ML-driven tool for classifying elemental signatures using random forest models and spectral data. Combines physics, machine learning, and scientific computing in one pipeline.

More coming soonβ€”stay tuned!


πŸ›  Tech Interests

  • 🧠 Machine Learning – Scikit-learn, NumPy, Pandas, Jupyter
  • 🌐 Web Dev – React, Node.js, Express
  • 🌍 Geoscience Tools – GIS, Remote Sensing, Python for Earth Data
  • βš™οΈ General – Git/GitHub, VSCode, Bash, Docker

πŸ“« Let’s Connect!

I'm always open to chatting about science, software, research, or the cosmos.

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"The good thing about science is that it's true whether or not you believe in it." – Neil deGrasse Tyson

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  1. PlasmaSpec-V1.0 PlasmaSpec-V1.0 Public

    tool for analyzing and visualizing elemental plasma spectra using multiple machine learning models. It processes spectral data, predicts elemental composition, compares results to reference spectr…

    Python

  2. Lift-off-ctf Lift-off-ctf Public

    JavaScript