cdcepi/FluSight-forecast-hub
Dec 2024 – Apr 2025
3 Months active
Languages Used
YAMLPythonRShellCSV
Technical Skills
CI/CDGitHub ActionsAWS S3Cloud ComputingCommand Line InterfaceData Access
Becky Sweger
PROFILE
Becky Sweger
Over a three-month period, Ryan Sweger enhanced the cdcepi/FluSight-forecast-hub repository by developing a robust data pipeline and improving data accessibility. He implemented an R-based workflow to generate Hubverse-formatted target data, enriching time-series and oracle outputs and backfilling historical records to improve forecast continuity. Ryan also refactored filtering logic for maintainability and expanded data coverage across locations and dates. To support onboarding and reproducibility, he updated documentation with practical AWS S3 data access examples in Python, R, and the AWS CLI. Additionally, he strengthened CI/CD security by preventing AWS uploads from forked repositories using GitHub Actions.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
9Total
Bugs
1
Commits
9
Features
2
Lines of code
474,014
Activity Months3
Your Network
71 people
Work History
April 2025
7 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for FluSight-forecast-hub highlighting key data pipeline improvements, output schema enrichment, and targeted backfill work that enhances forecast readiness and data quality.
7 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for FluSight-forecast-hub highlighting key data pipeline improvements, output schema enrichment, and targeted backfill work that enhances forecast readiness and data quality.
April 2025
March 2025
1 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for cdcepi/FluSight-forecast-hub: Delivered targeted documentation to improve accessibility of FluSight hub data stored in AWS S3, enabling cross-language usage and faster onboarding. The README now includes practical, end-to-end examples for R (hubData), Python (PyArrow), and the AWS CLI, along with clarified data directory structure and bucket usage. This enhances reproducibility, lowers time-to-value for data scientists, and supports cross-team collaboration with clear data access patterns.
March 2025
1 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for cdcepi/FluSight-forecast-hub: Delivered targeted documentation to improve accessibility of FluSight hub data stored in AWS S3, enabling cross-language usage and faster onboarding. The README now includes practical, end-to-end examples for R (hubData), Python (PyArrow), and the AWS CLI, along with clarified data directory structure and bucket usage. This enhances reproducibility, lowers time-to-value for data scientists, and supports cross-team collaboration with clear data access patterns.
December 2024
1 Commits
Dec 1, 2024December 2024: Implemented fork-aware guard in CI to prevent AWS uploads from forked repositories, ensuring uploads occur only from the main repository and reducing risk of unintended data exposure. This change enhances security governance in the FluSight-forecast-hub release pipeline.
1 Commits
Dec 1, 2024December 2024: Implemented fork-aware guard in CI to prevent AWS uploads from forked repositories, ensuring uploads occur only from the main repository and reducing risk of unintended data exposure. This change enhances security governance in the FluSight-forecast-hub release pipeline.
December 2024
Activity
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Quality Metrics
Correctness95.4%
Maintainability95.4%
Architecture95.4%
Performance91.2%
AI Usage20.0%
Skills & Technologies
Programming Languages
CSVPythonRShellYAML
Technical Skills
AWS S3CI/CDCloud ComputingCommand Line InterfaceData AccessData AnalysisData EngineeringData FormattingData ManagementData ManipulationData ProcessingGitHub ActionsPythonRR Programming
Repositories Contributed To
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