EXCEEDS logo
Exceeds
williamlin0518

PROFILE

Williamlin0518

Cheng Wei-Lun worked on the google-ai-edge/LiteRT repository, focusing on improving the reliability of tensor pool tests for unsigned fixed-point tensors. By correcting quantization parameters and validating tensor data, Cheng addressed issues that previously caused nondeterministic test failures, thereby restoring determinism to the test suite. This work involved a follow-up pull request to address earlier changes, ensuring robust support for static tensors with unsigned fixed-point integers. Utilizing C++ and leveraging expertise in AI engine development and unit testing, Cheng stabilized continuous integration and test coverage, enabling safer ongoing development for unsigned fixed-point tensor support within the LiteRT project.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
40
Activity Months1

Work History

November 2025

1 Commits

Nov 1, 2025

November 2025 — LiteRT: fixed tensor_pool_test reliability for unsigned fixed-point tensors, restoring test determinism and improving tensor pool robustness. Implemented via Qualcomm AI Engine Direct follow-up PR addressing PR #3562 with commit 2dca0a57399035a8bdcb27bfb3ff1395146e79df.

Activity

Loading activity data...

Quality Metrics

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

Skills & Technologies

Programming Languages

C++

Technical Skills

AI engine developmentC++ developmentunit testing

Repositories Contributed To

1 repo

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

google-ai-edge/LiteRT

Nov 2025 Nov 2025
1 Month active

Languages Used

C++

Technical Skills

AI engine developmentC++ developmentunit testing