ppc64le/build-scripts
Oct 2025 – Dec 2025
3 Months active
Languages Used
BashPythonCMakeDockerfileShell
Technical Skills
Build AutomationDevOpsPython DevelopmentScriptingCMakeContainerization
Prerna Kumbhar
PROFILE
Prerna Kumbhar
Prerna Kumbhar developed and maintained build automation and deployment scripts for the ppc64le/build-scripts repository, focusing on compatibility and reproducibility for PyTorch and TorchVision across multiple environments. She implemented installation workflows using Python and Shell scripting, introduced Dockerfile-based containerization for Ubuntu 24.04, and managed dependency updates through CMake. Her work included upgrading build systems for new PyTorch releases, ensuring cross-distro support, and maintaining licensing compliance by removing commercial-license models from TorchVision. Prerna’s contributions improved build reliability, streamlined CI/CD integration, and reduced licensing risk, demonstrating depth in DevOps, dependency management, and machine learning model deployment for downstream users.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
5Total
Bugs
0
Commits
5
Features
4
Lines of code
6,198
Activity Months3
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Work History
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025 focused on licensing compliance and build-script maintenance for the ppc64le/build-scripts repository. Key actions included removing commercial-licensed models (RegNet and Vision Transformer) from TorchVision, updating the README, and excluding problematic files to ensure compliance. In parallel, the FFmpeg version handling was updated and a patch variable was added to streamline patching, improving build reproducibility.
1 Commits • 1 Features
Dec 1, 2025December 2025 focused on licensing compliance and build-script maintenance for the ppc64le/build-scripts repository. Key actions included removing commercial-licensed models (RegNet and Vision Transformer) from TorchVision, updating the README, and excluding problematic files to ensure compliance. In parallel, the FFmpeg version handling was updated and a patch variable was added to streamline patching, improving build reproducibility.
December 2025
November 2025
3 Commits • 2 Features
Nov 1, 2025November 2025: Delivered core build-system upgrades and OS deployment enhancements for PyTorch/TorchVision on PPC64LE, improving compatibility, reproducibility, and time-to-value for customers and downstream integrators.
November 2025
3 Commits • 2 Features
Nov 1, 2025November 2025: Delivered core build-system upgrades and OS deployment enhancements for PyTorch/TorchVision on PPC64LE, improving compatibility, reproducibility, and time-to-value for customers and downstream integrators.
October 2025
1 Commits • 1 Features
Oct 1, 20252025-10 monthly summary for ppc64le/build-scripts: Delivered an Installation Build Script to ensure compatibility between Torchvision 0.22.1 and PyTorch 2.8.0, improving setup reliability and reproducibility for downstream projects.
1 Commits • 1 Features
Oct 1, 20252025-10 monthly summary for ppc64le/build-scripts: Delivered an Installation Build Script to ensure compatibility between Torchvision 0.22.1 and PyTorch 2.8.0, improving setup reliability and reproducibility for downstream projects.
October 2025
Activity
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Quality Metrics
Correctness88.0%
Maintainability80.0%
Architecture88.0%
Performance84.0%
AI Usage24.0%
Skills & Technologies
Programming Languages
BashCMakeDockerfilePythonShell
Technical Skills
Build AutomationCMakeComputer VisionContainerizationContinuous IntegrationDeep LearningDependency managementDevOpsMachine LearningModel DeploymentPyTorchPython DevelopmentPython scriptingScriptingShell Scripting
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