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futz12

PROFILE

Futz12

Worked on enabling WebAssembly deployment for PyTorch in the pytorch/pytorch repository by introducing a reproducible Emscripten-based build pathway and resolving operator overload ambiguities between c10::SymInt and size_t for Wasm32 targets. This involved C++ development, build system configuration, and documentation to support reliable WASM builds and broaden deployment options for browser and edge environments. Additionally, contributed to alibaba/MNN by fixing a numeric precision issue in image preprocessing, explicitly defining floating-point literals in C++ to ensure stable training data pipelines. The work emphasized maintainability, traceability, and cross-platform compatibility, leveraging expertise in C++, build systems, and image processing.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

2Total
Bugs
1
Commits
2
Features
1
Lines of code
18
Activity Months2

Work History

December 2025

1 Commits • 1 Features

Dec 1, 2025

Month: 2025-12 | Focused on enabling WebAssembly (WASM) deployments for PyTorch via Emscripten in the pytorch/pytorch repository. Delivered a WebAssembly compilation pathway and resolved critical operator overload ambiguities between c10::SymInt and size_t on Wasm32 to ensure correct arithmetic interpretation and successful builds. This work broadens deployment targets, improves cross-platform portability, and sets the stage for browser/edge ML demos and lightweight WASM-based tooling.

June 2025

1 Commits

Jun 1, 2025

June 2025 performance summary for alibaba/MNN focusing on correcting numeric precision in image preprocessing to stabilize the training data pipeline and reduce risk of precision-related errors, with a concise, traceable fix.

Activity

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Quality Metrics

Correctness90.0%
Maintainability80.0%
Architecture70.0%
Performance70.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

Build systemsC++ DevelopmentC++ developmentImage ProcessingMachine LearningWebAssembly

Repositories Contributed To

2 repos

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

alibaba/MNN

Jun 2025 Jun 2025
1 Month active

Languages Used

C++

Technical Skills

C++ DevelopmentImage ProcessingMachine Learning

pytorch/pytorch

Dec 2025 Dec 2025
1 Month active

Languages Used

C++

Technical Skills

Build systemsC++ developmentWebAssembly