amosproj/amos2024ws01-rtdip-data-quality-checker
Oct 2024 – Nov 2024
2 Months active
Languages Used
MarkdownPython
Technical Skills
Dependency ManagementDocumentationData EngineeringData NormalizationData WranglingPySpark
Tran
PROFILE
Tran
During their work on the amosproj/amos2024ws01-rtdip-data-quality-checker repository, Minh Khue Tran developed two foundational features over a two-month period. They first introduced a comprehensive Software Bill of Materials using Python and Markdown, cataloging all dependencies, versions, and licenses to support governance and compliance. Subsequently, Minh implemented a robust data normalization capability for PySpark DataFrames, enabling Z-Score, Min-Max, and Mean normalization across user-specified columns. This approach improved data quality and standardized preprocessing for machine learning pipelines. Their contributions demonstrated depth in data engineering, dependency management, and documentation, establishing a scalable foundation for future analytics and compliance initiatives.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
2
Lines of code
207
Activity Months2
Your Network
19 peopleSame Organization
@siemens-healthineers.com9
Work History
November 2024
1 Commits • 1 Features
Nov 1, 2024Month: 2024-11 — concise monthly summary for the repository amosproj/amos2024ws01-rtdip-data-quality-checker. Focused on delivering a robust data normalization capability for PySpark DataFrames to support consistent preprocessing in ML pipelines and improve data quality across datasets.
1 Commits • 1 Features
Nov 1, 2024Month: 2024-11 — concise monthly summary for the repository amosproj/amos2024ws01-rtdip-data-quality-checker. Focused on delivering a robust data normalization capability for PySpark DataFrames to support consistent preprocessing in ML pipelines and improve data quality across datasets.
November 2024
October 2024
1 Commits • 1 Features
Oct 1, 2024Month 2024-10: Delivered a comprehensive Software Bill of Materials (SBOM) for the amosproj/amos2024ws01-rtdip-data-quality-checker project. The SBOM catalogs all dependencies with versions, suppliers, and licenses, enabling governance, compliance tracking, and risk management for downstream usage of the rtdip-sdk. The work established a foundation for scalable supply-chain transparency and future security initiatives, anchored by a concrete commit and issue reference.
October 2024
1 Commits • 1 Features
Oct 1, 2024Month 2024-10: Delivered a comprehensive Software Bill of Materials (SBOM) for the amosproj/amos2024ws01-rtdip-data-quality-checker project. The SBOM catalogs all dependencies with versions, suppliers, and licenses, enabling governance, compliance tracking, and risk management for downstream usage of the rtdip-sdk. The work established a foundation for scalable supply-chain transparency and future security initiatives, anchored by a concrete commit and issue reference.
Activity
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Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
Data EngineeringData NormalizationData WranglingDependency ManagementDocumentationPySpark
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