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5 followers · 3 following
  • DESY
  • Germany
  • 12:55 - 1h ahead

Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

Achievements

Achievement: QuickdrawAchievement: Pair ExtraordinaireAchievement: Pull Sharkx2

Highlights

  • Pro

Organizations

@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. You can check out my Portfolio here. Below you’ll find an open-source project I am maintaining.

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 Public

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

    Python 3 2

  2. master-thesis Public

    Master's Thesis: Denoising Methods for Multi-Dimensional Photoemission Spectroscopy

    TeX

  3. HoerTech-gGmbH/openMHA Public

    The open Master Hearing Aid (openMHA)

    C 266 76

594 contributions in the last year

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Activity overview

Contributed to OpenCOMPES/sed, zain-sohail/master-thesis, OpenCOMPES/docs and 5 other repositories
Loading A graph representing zain-sohail's contributions from March 24, 2024 to March 24, 2025. The contributions are 83% commits, 9% code review, 5% pull requests, 3% issues.

Contribution activity

March 2025

Created 4 commits in 1 repository

Created a pull request in OpenCOMPES/sed that received 4 comments

Update widths of figures

+43 −45 lines changed • 4 comments
Opened 1 other pull request in 1 repository
OpenCOMPES/sed 1 open
9 contributions in private repositories Mar 3 – Mar 20
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