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BruceDai

PROFILE

Brucedai

Worked on the mozilla/gecko-dev repository to expand and stabilize WebNN API conformance testing, focusing on both feature coverage and cross-platform reliability. Developed comprehensive JavaScript-based test suites for pooling and notEqual operations, covering a range of data types and tensor shapes to ensure robust implementation. Addressed macOS 15 compatibility in Web Platform Tests by refining data type casting, improving test accuracy without altering core functionality. Updated quantizeLinear and dequantizeLinear conformance tests to align with evolving WebNN specifications, resolving edge cases related to overflow and rounding. Emphasized conformance testing, machine learning operations, and web platform testing throughout the development process.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

4Total
Bugs
2
Commits
4
Features
2
Lines of code
7,198
Activity Months2

Work History

July 2025

1 Commits

Jul 1, 2025

July 2025 monthly summary for mozilla/gecko-dev focusing on WebNN conformance test updates for quantizeLinear and dequantizeLinear. Delivered targeted test improvements to align conformance test parameters with WebNN specifications for input, scale, and zero-point ranks, and addressed edge cases related to overflows and rounding.

June 2025

3 Commits • 2 Features

Jun 1, 2025

June 2025 monthly performance summary for mozilla/gecko-dev focused on WebNN conformance testing and cross-platform reliability. Delivered two WebNN API conformance test suites and a macOS 15 compatibility adjustment in WPT, expanding coverage, stabilizing test results, and reducing release risk.

Activity

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Quality Metrics

Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

JavaScript

Technical Skills

Conformance TestingJavaScriptMachine Learning OperationsTensor OperationsWeb Platform TestingWebNNWebNN API

Repositories Contributed To

1 repo

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

mozilla/gecko-dev

Jun 2025 Jul 2025
2 Months active

Languages Used

JavaScript

Technical Skills

Conformance TestingJavaScriptMachine Learning OperationsTensor OperationsWeb Platform TestingWebNN API