Hongbiao Gou
Software Engineer | AI Infra @ Microsoft
- Role
- Software Engineer at Microsoft
- Location
- Redmond, WA, US
- LinkedIn followers
- 500 followers
About Hongbiao Gou
With a Master\'s degree in Computer Software Engineering from Xi\'an Jiaotong University, I…
Experience
Software Engineer
Apr 2025 — Present · Redmond, WA, US
Led backend enhancements using Ev2, AICP, ARM, and ADO.NET SDK to streamline deployment and improve reliability. • Proposed and implemented workflow improvements based on business needs, including automation of manual steps. Owned full-stack feature delivery with a focus on stability, code quality, and cross-team collaboration.•Designed ensemble model technique where multiple models are combined and served together on the same GPU node. Implemented Dynamic model weight loading, model metadata configuration and management, model traffic routing functionality.•Set up an automated toolchain for model testing and deployment, and enabled A/B testing by routing traffic to ensemble endpoints for live validation.•Designed model onboarding workflow scheduler to automate model deployment, load testing, and evaluation and reducing the average model onboarding time by hours.•Resolved deployment-state consistency issue by implementing an automated reconciliation scheduler to synchronize the model catalog with infrastructure, ensuring reliable updates and traceable operations.
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