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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 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 262 75

425 contributions in the last year

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Activity overview

Contributed to OpenCOMPES/sed, zain-sohail/master-thesis, OpenCOMPES/docs and 7 other repositories
Loading A graph representing zain-sohail's contributions from January 21, 2024 to January 22, 2025. The contributions are 74% commits, 15% code review, 6% pull requests, 5% issues.

Contribution activity

January 2025

Created 3 commits in 1 repository
Created 1 repository

Created a pull request in OpenCOMPES/sed that received 9 comments

Flash metadata fixes

Getting metadata from scicat was broken due to config structure changes. I also took the time to update the structure so the token is not stored in…

+329 −69 lines changed 9 comments
Opened 3 other pull requests in 1 repository
OpenCOMPES/sed 3 merged
Reviewed 9 pull requests in 1 repository
OpenCOMPES/sed 9 pull requests

Created an issue in OpenCOMPES/sed that received 3 comments

Docs issue

Somehow the latest docs is 0.3.3 even though v0.4.0 is published to PyPi. Stable seems to be correct but on README, the latest is linked. Second is…

3 comments
Opened 3 other issues in 1 repository
OpenCOMPES/sed 1 open 2 closed
19 contributions in private repositories Jan 7 – Jan 18
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