open-edge-platform/edge-ai-suites
Mar 2026 – May 2026
3 Months active
Languages Used
PythonMarkdownYAML
Technical Skills
AI integrationFastAPIOpenVINOmachine learningvideo processingAPI Development
Xiaojing Liu
PROFILE
Xiaojing Liu
Over three months, contributed to open-edge-platform/edge-ai-suites by building and refining end-to-end video and document processing features. Developed a video summarization pipeline that chunks videos, samples frames, and generates summaries using a visual language model, orchestrated through Python scripts for automated deployment. Enhanced the platform with metadata tagging, global summarization controls, and a migration from MinIO to local file storage, improving maintainability and data governance. Integrated OCR for handwritten PDFs, expanded content search with updated embedding models, and implemented configurable upload limits with robust error handling. Leveraged Python, FastAPI, and SQLAlchemy to deliver scalable, maintainable backend and AI-driven solutions.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
14Total
Bugs
0
Commits
14
Features
7
Lines of code
4,630
Activity Months3
Your Network
2292 peopleSame Organization
@intel.com2198
Work History
May 2026
5 Commits • 3 Features
May 1, 2026May 2026 – open-edge-platform/edge-ai-suites: Delivered OCR for handwritten PDFs with service-manager integration, enhanced content search, and configurable upload limits with improved user feedback. These changes enhance automation, search relevance, and user experience, while strengthening error handling and system reliability.
5 Commits • 3 Features
May 1, 2026May 2026 – open-edge-platform/edge-ai-suites: Delivered OCR for handwritten PDFs with service-manager integration, enhanced content search, and configurable upload limits with improved user feedback. These changes enhance automation, search relevance, and user experience, while strengthening error handling and system reliability.
May 2026
April 2026
8 Commits • 3 Features
Apr 1, 2026April 2026 monthly summary for edge-ai-suites focused on delivering business value through feature-rich video processing, robust content search, and a storage backend migration. Key outcomes include improved data governance and searchability, enhanced UI-driven control of video summarization, and a streamlined, maintainable microservice startup lifecycle.
April 2026
8 Commits • 3 Features
Apr 1, 2026April 2026 monthly summary for edge-ai-suites focused on delivering business value through feature-rich video processing, robust content search, and a storage backend migration. Key outcomes include improved data governance and searchability, enhanced UI-driven control of video summarization, and a streamlined, maintainable microservice startup lifecycle.
March 2026
1 Commits • 1 Features
Mar 1, 2026March 2026: Delivered the Video Summarization and Processing Pipeline feature in open-edge-platform/edge-ai-suites. Implemented a robust workflow that chunks input videos, samples frames, and generates concise summaries using a visual language model (VLM). Added a start_services.py script to orchestrate and start the required video-processing services, enabling automated, repeatable deployments. This work establishes end-to-end video processing for automated content analysis and faster insights, with clear foundation for scaling.
1 Commits • 1 Features
Mar 1, 2026March 2026: Delivered the Video Summarization and Processing Pipeline feature in open-edge-platform/edge-ai-suites. Implemented a robust workflow that chunks input videos, samples frames, and generates concise summaries using a visual language model (VLM). Added a start_services.py script to orchestrate and start the required video-processing services, enabling automated, repeatable deployments. This work establishes end-to-end video processing for automated content analysis and faster insights, with clear foundation for scaling.
March 2026
Activity
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Quality Metrics
Correctness85.8%
Maintainability85.8%
Architecture85.8%
Performance85.8%
AI Usage47.2%
Skills & Technologies
Programming Languages
MarkdownPythonYAML
Technical Skills
AI DevelopmentAI integrationAPI DevelopmentAPI developmentBackend DevelopmentDatabase ManagementDevOpsDocumentationFastAPIMachine LearningMicroservicesModel OptimizationOCR integrationOpenVINOPython
Repositories Contributed To
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