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Jonathan Clohessy

PROFILE

Jonathan Clohessy

Jonathan Clohessy worked on the microsoft/onnxruntime repository, focusing on improving quantization correctness and test stability for quantized inference in C++. He addressed issues in DynamicQuantizeMatMul and Attention3D by preventing invalid B scales and handling GEMM edge cases, which reduced test flakiness and improved production reliability. His approach involved targeted bug fixes and careful algorithm optimization, ensuring that quantized model paths were robust and aligned with production quality standards. Jonathan maintained clear traceability by associating his changes with specific commits and issues, demonstrating depth in C++ development and a strong understanding of machine learning model quantization workflows.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
90
Activity Months1

Work History

August 2025

1 Commits

Aug 1, 2025

August 2025: ONNX Runtime – Quantization correctness and test-stability improvements. Delivered a targeted correctness fix for DynamicQuantizeMatMul and Attention3D by preventing invalid B scales and correctly handling GEMM edge cases in tests. The change reduces test flakiness and fortifies quantized inference reliability, aligning with production quality goals for quantized models.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

C++ developmentalgorithm optimizationmachine learning

Repositories Contributed To

1 repo

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

microsoft/onnxruntime

Aug 2025 Aug 2025
1 Month active

Languages Used

C++

Technical Skills

C++ developmentalgorithm optimizationmachine learning

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