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Karim Vadsariya

PROFILE

Karim Vadsariya

Karim Vadsariya developed a build-time generic interface for the mozilla/onnxruntime repository, enabling optional integration of primary external execution providers such as TensorRT and OpenVINO without requiring their SDKs. He refactored build scripts and CMake configurations to support flexible, plug-and-play EP integration, streamlining onboarding for customers evaluating external providers. Karim also enhanced CI/CD pipelines by adding automated testing for builds using the new generic interface, improving cross-provider validation and reducing regression risk. His work leveraged C++, CMake, and Python scripting, demonstrating depth in build system development and automation while addressing both configurability and test coverage in ONNX Runtime.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
2
Lines of code
201
Activity Months2

Work History

February 2025

2 Commits • 1 Features

Feb 1, 2025

February 2025 monthly summary focused on enhancing CI testing and build configurability for ONNX Runtime, with emphasis on enabling a generic interface across multiple execution providers. The changes strengthen test coverage, reduce regression risk, and accelerate feedback for cross-provider validation.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025 monthly summary for mozilla/onnxruntime: Implemented a build-time generic interface enabling optional external execution providers. Introduced a build flag enable_generic_interface to build primary EPs (TensorRT, OpenVINO, QNN, VitisAI) without requiring their SDKs. Updated build scripts and CMake to support flexible EP integration and optional dependencies. This work lays groundwork for plug-and-play EP support and faster customer evaluations.

Activity

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Quality Metrics

Correctness86.6%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage26.6%

Skills & Technologies

Programming Languages

C++CMakePython

Technical Skills

Build AutomationBuild automationC++ developmentCI/CDCMakePython ScriptingPython scriptingbuild system development

Repositories Contributed To

1 repo

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

mozilla/onnxruntime

Jan 2025 Feb 2025
2 Months active

Languages Used

C++CMakePython

Technical Skills

C++ developmentCMakePython scriptingbuild system developmentBuild AutomationBuild automation

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