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qc-tbhardwa

PROFILE

Qc-tbhardwa

Worked on ROCm/onnxruntime and microsoft/onnxruntime repositories, focusing on build automation and system stability. Developed an automated process for downloading protobuf dependencies during ARM64 Windows builds, streamlining onboarding and improving reproducibility for developers and CI systems using CMake and cross-platform build configuration. Later, addressed a memory safety issue in the QNN-EP inference path by fixing a use-after-free bug in QnnBackendManager, ensuring proper logger lifecycle management across inference sessions. Utilized C++ development and debugging skills to enhance reliability and reduce crash risks in production workloads, demonstrating attention to both build infrastructure and runtime system programming challenges.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

3Total
Bugs
1
Commits
3
Features
1
Lines of code
16
Activity Months2

Work History

March 2026

1 Commits

Mar 1, 2026

March 2026: Stabilized QNN-EP inference path in microsoft/onnxruntime by fixing a use-after-free of the logger in QnnBackendManager, ensuring proper logger lifecycle across inference sessions during weight sharing context generation. This change reduces memory-safety risks and improves production reliability for repeated inferences.

May 2025

2 Commits • 1 Features

May 1, 2025

May 2025 ROCm/onnxruntime monthly summary focused on enabling cross-architecture build automation and reliability. Delivered automatic protobuf dependency download for ARM64 Windows builds, removing manual setup and speeding up ARM64 Windows onboarding for developers and CI systems. No major bug fixes recorded this month; efforts concentrated on feature delivery, build automation, and dependency provisioning to improve reproducibility across ARM64 Windows environments.

Activity

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Quality Metrics

Correctness100.0%
Maintainability93.4%
Architecture93.4%
Performance93.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++CMake

Technical Skills

Build ConfigurationC++ developmentCMakeCross-Platform Developmentdebuggingsystem programming

Repositories Contributed To

2 repos

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

ROCm/onnxruntime

May 2025 May 2025
1 Month active

Languages Used

CMake

Technical Skills

Build ConfigurationCMakeCross-Platform Development

microsoft/onnxruntime

Mar 2026 Mar 2026
1 Month active

Languages Used

C++

Technical Skills

C++ developmentdebuggingsystem programming