open-edge-platform/geti
May 2025 – Jul 2025
2 Months active
Languages Used
GoPythonYAML
Technical Skills
API DevelopmentBackend DevelopmentCI/CD ToolingCode QualityCodebase ManagementConfiguration
Vitalii Karniushin
PROFILE
Vitalii Karniushin
Vitalii Karniushin contributed to the open-edge-platform/geti repository by delivering core backend features and architectural improvements over two months. He refactored the codebase for maintainability, introducing a unified inference API and consolidating predict and explain logic into a single interface. Using Go and the Gin framework, he developed HTTP request logging middleware and implemented feature-flagged FP16 inference support with safe fallback. Vitalii enhanced reliability for large-model workloads by adding configurable gRPC timeouts and a MinIO client manager with health checks. His work emphasized code quality, robust configuration management, and scalable state handling, addressing both performance and maintainability challenges.
Overall Statistics
Feature vs Bugs
83%Features
Repository Contributions
7Total
Bugs
1
Commits
7
Features
5
Lines of code
9,450
Activity Months2
Your Network
1989 people
Work History
July 2025
3 Commits • 2 Features
Jul 1, 2025July 2025 performance summary for open-edge-platform/geti: Delivered core architectural improvements and reliability enhancements with a clear business impact for large-model inference workloads.
3 Commits • 2 Features
Jul 1, 2025July 2025 performance summary for open-edge-platform/geti: Delivered core architectural improvements and reliability enhancements with a clear business impact for large-model inference workloads.
July 2025
May 2025
4 Commits • 3 Features
May 1, 2025May 2025 monthly summary for open-edge-platform/geti focusing on key features delivered, major fixes, and overall impact.
May 2025
4 Commits • 3 Features
May 1, 2025May 2025 monthly summary for open-edge-platform/geti focusing on key features delivered, major fixes, and overall impact.
Activity
Loading activity data...
Quality Metrics
Correctness90.0%
Maintainability88.6%
Architecture90.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
GoPythonYAML
Technical Skills
API DevelopmentAPI RefactoringBackend DevelopmentCI/CD ToolingCloud StorageCode QualityCodebase ManagementConfigurationConfiguration ManagementFeature FlaggingGin FrameworkGoGo ModulesLoggingMachine Learning Operations
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline