EXCEEDS logo
Exceeds
Daniel Zügner

PROFILE

Daniel Zügner

Worked on the microsoft/mattersim repository to enhance project reliability and maintainability through targeted DevOps and Python development. Delivered automated CI/CD workflows using GitHub Actions and YAML, streamlining build, test, and documentation deployment processes to reduce manual overhead and accelerate release cycles. Introduced structured issue reporting templates to improve bug tracking and feature request management, fostering better project governance. Addressed a critical bug in the atomistic graph-construction pipeline, improving simulation accuracy for materials science applications. The work focused on deep learning and machine learning workflows, laying a foundation for reproducibility, stability, and faster iteration in ongoing and future MatterSim development.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

2Total
Bugs
1
Commits
2
Features
1
Lines of code
215,437
Activity Months2

Your Network

10 people

Shared Repositories

10

Work History

June 2026

1 Commits

Jun 1, 2026

2026-06 monthly summary for microsoft/mattersim focusing on the bug fix that improved simulation accuracy and the setup work for ongoing project governance. Delivered a stability improvement to the atomistic graph-construction pipeline and laid groundwork for maintainability and faster iteration through CI and issue-management improvements.

March 2026

1 Commits • 1 Features

Mar 1, 2026

March 2026: Delivered MatterSim improvements including issue reporting templates and automated CI/CD workflows, plus a bug fix to stress import. These changes streamline issue intake, automate builds/tests and docs deployment, and enhance reliability and developer productivity in the microsoft/mattersim repository.

Activity

Loading activity data...

Quality Metrics

Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance90.0%
AI Usage40.0%

Skills & Technologies

Programming Languages

PythonYAML

Technical Skills

DevOpsDocumentationGitHub ActionsPythonPython Developmentdeep learningmachine learningmaterials science

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

microsoft/mattersim

Mar 2026 Jun 2026
2 Months active

Languages Used

PythonYAML

Technical Skills

DevOpsDocumentationGitHub ActionsPython DevelopmentPythondeep learning