QMCSoftware/QMCSoftware
Jun 2025 – Jul 2025
2 Months active
Languages Used
BashMakefilePowerShellPythonShellYAML
Technical Skills
Build AutomationCI/CDCondaDeep LearningDependency ManagementEnvironment Configuration
Sou-Cheng Choi
PROFILE
Sou-cheng Choi
Worked on QMCSoftware/QMCSoftware, focusing on stabilizing and optimizing cross-platform build and deployment workflows. Delivered features to improve Windows CI/CD reliability, including dedicated environment configuration and C++ build tool integration, enabling seamless building and testing on Windows. Enhanced reproducibility and dependency management by updating Makefile, environment.yml, and Conda YAML files, while refining packaging workflows to reduce errors and cycle time. Expanded test coverage with new device and workflow tests, and maintained codebase health by reverting unstable integrations. Utilized Python, Bash, and GitHub Actions to streamline automation, environment setup, and code management, ensuring robust, maintainable, and portable machine learning infrastructure.
Overall Statistics
Feature vs Bugs
70%Features
Repository Contributions
23Total
Bugs
3
Commits
23
Features
7
Lines of code
1,352
Activity Months2
Your Network
16 peopleSame Organization
@iit.edu1
Shared Repositories
15
Work History
July 2025
2 Commits • 1 Features
Jul 1, 2025July 2025: Stabilized Windows CI/CD for QMCPy and removed unstable MPMC distribution changes to ensure reliable, cross-platform builds. Delivered Windows C++ build tools and platform-specific installation steps to enable building, installing, and testing QMCPy on Windows within CI/CD. Reverted the MPMC distribution integration to restore prior behavior and reduce configuration/dependency drift.
2 Commits • 1 Features
Jul 1, 2025July 2025: Stabilized Windows CI/CD for QMCPy and removed unstable MPMC distribution changes to ensure reliable, cross-platform builds. Delivered Windows C++ build tools and platform-specific installation steps to enable building, installing, and testing QMCPy on Windows within CI/CD. Reverted the MPMC distribution integration to restore prior behavior and reduce configuration/dependency drift.
July 2025
June 2025
21 Commits • 6 Features
Jun 1, 2025Summary for 2025-06 (QMCSoftware/QMCSoftware): Delivered stability, cross-platform reliability, and CI/packaging enhancements to accelerate safe deployments. Windows test stability and environment setup completed; reproducible builds improved via Makefile, environment.yml, and conda YAML updates; cross-platform compatibility tightened with consistent version handling and removal of torch-spline-conv; test coverage expanded with device and workflow tests; Windows environment optimization split out dedicated config to simplify builds and improve reliability; packaging/CI workflows for Conda Python packaging streamlined, reducing build errors and cycle time.
June 2025
21 Commits • 6 Features
Jun 1, 2025Summary for 2025-06 (QMCSoftware/QMCSoftware): Delivered stability, cross-platform reliability, and CI/packaging enhancements to accelerate safe deployments. Windows test stability and environment setup completed; reproducible builds improved via Makefile, environment.yml, and conda YAML updates; cross-platform compatibility tightened with consistent version handling and removal of torch-spline-conv; test coverage expanded with device and workflow tests; Windows environment optimization split out dedicated config to simplify builds and improve reliability; packaging/CI workflows for Conda Python packaging streamlined, reducing build errors and cycle time.
Activity
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Quality Metrics
Correctness81.8%
Maintainability83.4%
Architecture77.4%
Performance67.8%
AI Usage21.0%
Skills & Technologies
Programming Languages
BashMakefilePowerShellPythonShellYAML
Technical Skills
Build AutomationCI/CDCodebase ManagementCondaDeep LearningDependency ManagementEnvironment ConfigurationEnvironment ManagementGitGitHub ActionsMachine LearningMakefilePackage ManagementPyTorchPyTorch Geometric
Repositories Contributed To
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