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SophieYuen0924

PROFILE

Sophieyuen0924

Worked on the UWARG/computer-vision-python repository to enhance machine learning model deployment and asset governance for a computer vision pipeline. Focused on organizing and deploying pre-trained ML models, specifically versions 11s and 11n, by creating a dedicated models folder to streamline versioning and improve accessibility. Leveraged Python and model management best practices to upload a trained and tuned 11s model as a reference asset, establishing a repeatable pattern for future model integration. This approach supported scalable workflows by ensuring models are discoverable and readily available for development and testing, addressing asset management challenges in machine learning-driven computer vision projects.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
0
Activity Months1

Work History

August 2025

1 Commits • 1 Features

Aug 1, 2025

August 2025 (UWARG/computer-vision-python) monthly summary focusing on ML asset governance and deployment readiness for the CV pipeline. Key feature delivered: deployment and organization of pre-trained ML models (versions 11s and 11n) into a dedicated models folder to improve versioning, discoverability, and availability for the computer vision project. The work is anchored by commit 67554d80f360bb5d389d0ae436e9f3b48b6e8984 ("uploaded trained and tuned 11s model (#263)").

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

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Technical Skills

Machine Learning Model Deployment

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

UWARG/computer-vision-python

Aug 2025 Aug 2025
1 Month active

Languages Used

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Technical Skills

Machine Learning Model Deployment