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  • DESY
  • Germany
  • 20:18 (UTC +01:00)

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@momentoscope @OpenCOMPES

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zain-sohail/README.md

Zain Sohail • Data Scientist


Welcome to my GitHub profile! I’m a data scientist with a strong background in handling complex, multi-dimensional datasets. Below you’ll find an overview of my skills and expertise.

Key Project

I am currently maintaining sed @ OpenCOMPES , a specialized open-source project for the MPES community. My contributions include:

  • Developing efficient data loading and processing pipelines.
  • Ensuring data provenance and integrity through metadata management.
  • Implementing high-performance data reduction techniques.
  • Creating and maintaining comprehensive user documentation and API modules.
  • Setting up CI/CD pipelines for automated testing, linting, and deployment using GitHub Actions.

Tools and Technologies

  • Languages: Python
  • Data Processing: Pandas, NumPy, Dask, Numba
  • Machine Learning: Scikit-Learn, TensorFlow, PyTorch, Optuna
  • Computer Vision: OpenCV, Scikit-Image
  • Project Management: Poetry, Git, GitHub Actions, Conda
  • CI/CD: GitHub Actions, Coveralls, MyPy, Linters, Ruff, PyTest
  • Development Environments: Jupyter Notebooks/Labs

Contact

Feel free to connect with me on LinkedIn or reach out via email.

Pinned Loading

  1. OpenCOMPES/sed OpenCOMPES/sed Public

    Single Event Data Frame Processor: Backend to handle photoelectron resolved datastreams

    Python 3 2

  2. momentoscope/hextof-processor momentoscope/hextof-processor Public

    Code for preprocessing data from the HEXTOF instrument at FLASH, DESY in Hamburg (DE)

    Jupyter Notebook 7 4

  3. HoerTech-gGmbH/openMHA HoerTech-gGmbH/openMHA Public

    The open Master Hearing Aid (openMHA)

    C 252 74