open-edge-platform/geti-sdk
Dec 2024 – Jul 2025
6 Months active
Languages Used
PythonMarkdownJupyter NotebookYAML
Technical Skills
Backend DevelopmentData ProcessingAPI DesignAPI DevelopmentBug FixingCode Maintenance
Max Xiang
PROFILE
Max Xiang
Xiangxiang Ma developed and maintained core features for the open-edge-platform/geti-sdk, focusing on configuration management, model deployment, and robust data processing. Over six months, Xiangxiang restructured configuration clients using Python and Pydantic, introducing new data models and validation to improve reliability and scalability. They enhanced the CI/CD pipeline with GitHub Actions for secure Python package publishing, and addressed edge-case bugs in label handling and inference, particularly for keypoint detection and classification. By refactoring backend logic and standardizing API integration, Xiangxiang improved prediction accuracy, reduced runtime errors, and ensured the SDK’s compatibility across evolving OpenVINO and OTX model versions.
Overall Statistics
Feature vs Bugs
64%Features
Repository Contributions
17Total
Bugs
4
Commits
17
Features
7
Lines of code
8,029
Activity Months6
Your Network
1973 people
Work History
July 2025
1 Commits • 1 Features
Jul 1, 2025Month: 2025-07 — Focused on delivering a robust configuration management overhaul for the Geti SDK, including new data models and enhanced validation. Implemented reorganized configuration structures and Pydantic-based validation for project and training configurations, resulting in a more reliable and scalable configuration system with improved data integrity.
1 Commits • 1 Features
Jul 1, 2025Month: 2025-07 — Focused on delivering a robust configuration management overhaul for the Geti SDK, including new data models and enhanced validation. Implemented reorganized configuration structures and Pydantic-based validation for project and training configurations, resulting in a more reliable and scalable configuration system with improved data integrity.
July 2025
June 2025
1 Commits
Jun 1, 2025Concise monthly summary for 2025-06 focusing on the open-edge-platform/geti-sdk changes, highlighting feature delivery and bug fixes that improve robustness and business value.
June 2025
1 Commits
Jun 1, 2025Concise monthly summary for 2025-06 focusing on the open-edge-platform/geti-sdk changes, highlighting feature delivery and bug fixes that improve robustness and business value.
May 2025
1 Commits • 1 Features
May 1, 2025May 2025 monthly summary for open-edge-platform/geti-sdk focusing on delivering a more reliable, secure, and scalable Python package publishing workflow, with a measurable impact on release cadence and risk mitigation.
1 Commits • 1 Features
May 1, 2025May 2025 monthly summary for open-edge-platform/geti-sdk focusing on delivering a more reliable, secure, and scalable Python package publishing workflow, with a measurable impact on release cadence and risk mitigation.
May 2025
February 2025
6 Commits • 3 Features
Feb 1, 2025February 2025 focused on stabilizing and enriching the geti-sdk with a shift toward local inference, enhanced benchmarking/managing tooling, and security hardening. Delivered a robust set of capabilities while mitigating risks and improving developer experience, positioning the SDK for broader usage and reliability.
February 2025
6 Commits • 3 Features
Feb 1, 2025February 2025 focused on stabilizing and enriching the geti-sdk with a shift toward local inference, enhanced benchmarking/managing tooling, and security hardening. Delivered a robust set of capabilities while mitigating risks and improving developer experience, positioning the SDK for broader usage and reliability.
January 2025
7 Commits • 2 Features
Jan 1, 2025January 2025 monthly summary for open-edge-platform/geti-sdk. Focused on delivering stability, scalability, and simplified configuration. Key work included tiling support for OTX v2+ with standardized model information extraction, deprecation and removal of Hyperparameter Optimization (HPO) across the SDK, and a bug fix for classification label normalization to handle spaces in labels. Collectively, these efforts improve prediction accuracy, reduce configuration risk, and enable more reliable deployment across legacy and newer OTX versions.
7 Commits • 2 Features
Jan 1, 2025January 2025 monthly summary for open-edge-platform/geti-sdk. Focused on delivering stability, scalability, and simplified configuration. Key work included tiling support for OTX v2+ with standardized model information extraction, deprecation and removal of Hyperparameter Optimization (HPO) across the SDK, and a bug fix for classification label normalization to handle spaces in labels. Collectively, these efforts improve prediction accuracy, reduce configuration risk, and enable more reliable deployment across legacy and newer OTX versions.
January 2025
December 2024
1 Commits
Dec 1, 2024December 2024 (Month: 2024-12) - open-edge-platform/geti-sdk: Focused bug fix to improve label ID validation in Model Configuration, delivering reliable label processing and a more stable configuration pipeline. The change prevents errors caused by empty label IDs in the results converter before sorting, improving data integrity and end-to-end reliability. Commit reference: 5ccef0d8a9ba8c81f8bda723bc743024ff95cac5.
December 2024
1 Commits
Dec 1, 2024December 2024 (Month: 2024-12) - open-edge-platform/geti-sdk: Focused bug fix to improve label ID validation in Model Configuration, delivering reliable label processing and a more stable configuration pipeline. The change prevents errors caused by empty label IDs in the results converter before sorting, improving data integrity and end-to-end reliability. Commit reference: 5ccef0d8a9ba8c81f8bda723bc743024ff95cac5.
Activity
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Quality Metrics
Correctness87.0%
Maintainability87.0%
Architecture82.4%
Performance76.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPythonYAML
Technical Skills
API DesignAPI DevelopmentBackend DevelopmentBug FixingCI/CDCode MaintenanceComputer VisionConfiguration ManagementData ConversionData ModelingData ProcessingData ScienceDeprecationDeprecation ManagementGitHub Actions
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline