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Jake Harmon

PROFILE

Jake Harmon

Jake Harmon modernized the NumPy API usage within the pytorch/pytorch repository, focusing on compatibility with future NumPy versions. He refactored Python code to remove deprecated symbols and updated test suites to use np.isin in place of np.in1d, ensuring alignment with NumPy 2.4 semantics. By removing obsolete tests and refining existing ones, Jake improved cross-version compatibility and test reliability for downstream users. His work demonstrated strong skills in Python programming, scientific computing, and unit testing, addressing the evolving needs of the PyTorch codebase and contributing to a smoother upgrade path for libraries dependent on NumPy integration.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
1
Lines of code
155
Activity Months1

Work History

December 2025

2 Commits • 1 Features

Dec 1, 2025

December 2025 monthly summary for PyTorch: Delivered NumPy API modernization and compatibility with future NumPy versions. Refactored code to remove deprecated NumPy symbols, updated tests with np.isin, and removed obsolete tests related to np.in1d, improving cross-version compatibility and test reliability.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Python programmingdata analysismachine learningscientific computingunit testing

Repositories Contributed To

1 repo

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

pytorch/pytorch

Dec 2025 Dec 2025
1 Month active

Languages Used

Python

Technical Skills

Python programmingdata analysismachine learningscientific computingunit testing