microsoft/webnn-developer-preview
Nov 2024 – Sep 2025
4 Months active
Languages Used
JavaScript
Technical Skills
JavaScriptONNX RuntimeWebNNFront End DevelopmentModel IntegrationWeb Development
Miao Bin
PROFILE
Miao Bin
Bin Miao contributed to the microsoft/webnn-developer-preview and intel/onnxruntime repositories, focusing on integrating and optimizing AI inference features for web-based machine learning applications. He enhanced the Whisper demo by implementing IO binding and pre-allocated tensor management, which improved inference performance and memory efficiency. Using JavaScript and C++, he refactored configuration parsing and centralized tensor lifecycle management to reduce runtime errors and prevent memory leaks. Bin also expanded operator support and reliability in the WebNN Execution Provider, addressing correctness and resource management. His work enabled more robust, maintainable, and performant ONNX Runtime deployments, supporting rapid iteration and stable developer experiences.
Overall Statistics
Feature vs Bugs
70%Features
Repository Contributions
16Total
Bugs
3
Commits
16
Features
7
Lines of code
1,763
Activity Months4
Your Network
2002 people
Work History
September 2025
8 Commits • 3 Features
Sep 1, 2025Sep 2025 monthly summary for microsoft/webnn-developer-preview focusing on Whisper demo performance, tensor lifecycle robustness, and ORT dev build readiness. Delivered three features that improve inference performance, reduce allocations, and streamline maintenance, enabling faster iteration with latest ONNX Runtime features.
8 Commits • 3 Features
Sep 1, 2025Sep 2025 monthly summary for microsoft/webnn-developer-preview focusing on Whisper demo performance, tensor lifecycle robustness, and ORT dev build readiness. Delivered three features that improve inference performance, reduce allocations, and streamline maintenance, enabling faster iteration with latest ONNX Runtime features.
September 2025
July 2025
2 Commits
Jul 1, 20252025-07 monthly summary for microsoft/webnn-developer-preview: Two critical bug fixes delivered to enhance reliability and configuration robustness, aligning with business goals of stable model loading and resilient deployments.
July 2025
2 Commits
Jul 1, 20252025-07 monthly summary for microsoft/webnn-developer-preview: Two critical bug fixes delivered to enhance reliability and configuration robustness, aligning with business goals of stable model loading and resilient deployments.
December 2024
1 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for the microsoft/webnn-developer-preview repository highlighting key accomplishments, major fixes, and business impact. Focused on delivering robust Whisper integration enhancements, improved GPU acceleration support via ioBinding handling, and memory-management improvements to prevent leaks, contributing to stability and performance of developer preview features.
1 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for the microsoft/webnn-developer-preview repository highlighting key accomplishments, major fixes, and business impact. Focused on delivering robust Whisper integration enhancements, improved GPU acceleration support via ioBinding handling, and memory-management improvements to prevent leaks, contributing to stability and performance of developer preview features.
December 2024
November 2024
5 Commits • 3 Features
Nov 1, 2024November 2024: Strengthened WebNN Execution Provider coverage and reliability in intel/onnxruntime, and enabled performance-oriented IOBinding in Whisper demo for webNN development preview. Delivered operator support, correctness fixes, and improved model loading/cache behavior to drive business value in ONNX Runtime deployments.
November 2024
5 Commits • 3 Features
Nov 1, 2024November 2024: Strengthened WebNN Execution Provider coverage and reliability in intel/onnxruntime, and enabled performance-oriented IOBinding in Whisper demo for webNN development preview. Delivered operator support, correctness fixes, and improved model loading/cache behavior to drive business value in ONNX Runtime deployments.
Activity
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Quality Metrics
Correctness89.4%
Maintainability83.2%
Architecture85.0%
Performance83.2%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++JavaScript
Technical Skills
AI IntegrationC++C++ DevelopmentCode RefactoringDeep LearningFront End DevelopmentFront-end DevelopmentJavaScriptMachine LearningMachine Learning InferenceModel IntegrationNeural NetworksONNX RuntimePerformance OptimizationReadability Improvement
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline
intel/onnxruntime
Nov 2024 – Nov 2024
1 Month active
Languages Used
C++JavaScript
Technical Skills
AI IntegrationC++C++ DevelopmentDeep LearningMachine LearningNeural Networks