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Stefan Djordjevic

PROFILE

Stefan Djordjevic

Srdjan Djordjevic developed flexible tensor shape support for the ttnn.Tensor Pybind module in the tenstorrent/tt-metal repository, focusing on enhancing the Python-C++ integration. He replaced the previous hard-coded 4D shape constraint with a vector-based shape representation, allowing dynamic tensor shapes to be constructed at the Python-C++ boundary. This approach improved the module’s usability and reduced shape-related errors in downstream components, enabling broader integration with various models and pipelines. Srdjan utilized his expertise in bindings development, C++, and Python to deliver a targeted feature that addressed a specific limitation, demonstrating depth in cross-language API design and implementation.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
6
Activity Months1

Work History

September 2025

1 Commits • 1 Features

Sep 1, 2025

September 2025 monthly summary for tenstorrent/tt-metal: Focused on delivering flexible tensor shape support in the Pybind module for ttnn.Tensor, enabling dynamic shapes and broader integration with models and pipelines. The change removes the hard-coded 4D shape constraint by adopting a vector-based shape representation in the Python-C++ boundary, improving usability and reducing shape-related errors across downstream components.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage80.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

Bindings DevelopmentC++Python

Repositories Contributed To

1 repo

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

tenstorrent/tt-metal

Sep 2025 Sep 2025
1 Month active

Languages Used

C++

Technical Skills

Bindings DevelopmentC++Python

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