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Sam Anklesaria

PROFILE

Sam Anklesaria

Sanket Anklesaria contributed to both pytorch/pytorch and google/flax, focusing on feature development and API modernization. In pytorch/pytorch, he built a stable tensor API by adding an is_cpu method with comprehensive tests and Python bindings, and ported the amax operation for torchaudio to improve cross-repo stability. For google/flax, he implemented FLOPs reporting in tabulate, enabling cost-aware analysis of neural network operations, and refactored public APIs for module iteration with a clear deprecation path. His work, primarily in C++ and Python, emphasized robust testing, type hinting, and documentation, reflecting a thoughtful approach to maintainability and reliability.

Overall Statistics

Feature vs Bugs

80%Features

Repository Contributions

8Total
Bugs
1
Commits
8
Features
4
Lines of code
674
Activity Months2

Work History

September 2025

6 Commits • 2 Features

Sep 1, 2025

September 2025 highlights for google/flax: Focused on performance profiling, API modernization, and reliability improvements. Delivered FLOPs reporting in tabulate, introduced standalone public APIs for iter_modules/iter_children with a deprecation path for legacy Module methods, and strengthened module tree integrity and VJP correctness to prevent double counting and handle shared structures. Also improved tests and typing hygiene and updated documentation to reflect API changes and deprecation strategy. Impact: clearer cost-aware analysis for forward/backward passes, safer API evolution, and higher reliability of VJP/tabulation workflows.

August 2025

2 Commits • 2 Features

Aug 1, 2025

August 2025 highlights for pytorch/pytorch: focused feature delivery with accompanying tests and bindings to improve usability and portability. Key work included two major feature enhancements: (1) Stable tensor API: added is_cpu method with tests and Python bindings; (2) Stable ABI: ported amax operation for torchaudio with single- and vectorized implementations and tests. These changes enhance runtime diagnostics, stabilize interfaces for downstream consumers, and improve cross-repo stability. No major bugs fixed this month; emphasis was on delivering robust features and validating through comprehensive tests.

Activity

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Quality Metrics

Correctness96.2%
Maintainability90.0%
Architecture93.8%
Performance85.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

API DesignAPI designC++ developmentCode InstrumentationCode RefactoringCode ValidationDeep LearningDeprecation ManagementDocumentationError HandlingJAXMachine LearningNNXNeural NetworksPerformance Analysis

Repositories Contributed To

2 repos

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

google/flax

Sep 2025 Sep 2025
1 Month active

Languages Used

Python

Technical Skills

API DesignCode InstrumentationCode RefactoringCode ValidationDeep LearningDeprecation Management

pytorch/pytorch

Aug 2025 Aug 2025
1 Month active

Languages Used

C++Python

Technical Skills

API designC++ developmentPython developmentTensor operationsUnit testing

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