cdcepi/FluSight-forecast-hub
Nov 2024 – Jan 2026
8 Months active
Languages Used
CSVYAMLPython
Technical Skills
Configuration ManagementData EngineeringData ModelingData UpdateForecastingMetadata Management
EnspikondPlus
PROFILE
Enspikondplus
Developed and maintained influenza forecasting data pipelines for the cdcepi/FluSight-forecast-hub repository, delivering weekly and monthly forecast CSVs using Python and YAML for the MDPredict and MDPredict-SIRS models. Focused on data engineering, predictive modeling, and metadata management, the work included standardizing outputs, automating data exports, and ensuring traceability through version control. Addressed data integrity by correcting outputs and updating metadata, while expanding forecast coverage across multiple horizons and quantiles. The approach emphasized reproducibility, business value, and alignment with public health decision-making needs, resulting in reliable, queryable datasets that support trend analysis, visualization, and downstream analytics for influenza surveillance.
Overall Statistics
Feature vs Bugs
77%Features
Repository Contributions
37Total
Bugs
3
Commits
37
Features
10
Lines of code
4,590
Activity Months8
Your Network
66 peopleShared Repositories
66
Work History
January 2026
2 Commits • 1 Features
Jan 1, 2026January 2026 monthly highlights for cdcepi/FluSight-forecast-hub: Delivered the initial MDPredict Flu Forecasting Feature with predictive modeling and data handling processes, plus a branding update to reflect the feature focus. This work strengthens forecasting accuracy and readiness for production integration, enabling better decision-making for public health planning.
2 Commits • 1 Features
Jan 1, 2026January 2026 monthly highlights for cdcepi/FluSight-forecast-hub: Delivered the initial MDPredict Flu Forecasting Feature with predictive modeling and data handling processes, plus a branding update to reflect the feature focus. This work strengthens forecasting accuracy and readiness for production integration, enabling better decision-making for public health planning.
January 2026
May 2025
5 Commits • 2 Features
May 1, 2025May 2025 monthly summary for FluSight forecast hub. Key accomplishments centered on delivering forecast data for MDPredict and MDPredict-SIRS across multiple May releases, enabling probabilistic forecasts across horizons and quantiles and supporting trend tracking for influenza hospitalizations. No major bugs reported this month. Repository: cdcepi/FluSight-forecast-hub. This work strengthens forecast coverage, reproducibility, and decision support for planning and response.
May 2025
5 Commits • 2 Features
May 1, 2025May 2025 monthly summary for FluSight forecast hub. Key accomplishments centered on delivering forecast data for MDPredict and MDPredict-SIRS across multiple May releases, enabling probabilistic forecasts across horizons and quantiles and supporting trend tracking for influenza hospitalizations. No major bugs reported this month. Repository: cdcepi/FluSight-forecast-hub. This work strengthens forecast coverage, reproducibility, and decision support for planning and response.
April 2025
4 Commits • 1 Features
Apr 1, 2025April 2025 (2025-04) — FluSight-forecast-hub: Delivered new weekly influenza hospitalization forecast CSV outputs from the MDPredict-SIRS model across horizons and quantiles for reference dates Apr 12, Apr 19, and Apr 26. This release is integrated into repository cdcepi/FluSight-forecast-hub and enhances data availability for timely public health decision-making and model validation. Major bugs fixed: none reported this period. Impact: improved forecasting data availability and reliability for weekly surveillance, enabling more informed planning and rapid response. Technologies/skills demonstrated: Python data pipelines for CSV generation, multi-date forecasting integration, Git-based version control, and model integration with MDPredict-SIRS; adherence to forecasting hub standards.
4 Commits • 1 Features
Apr 1, 2025April 2025 (2025-04) — FluSight-forecast-hub: Delivered new weekly influenza hospitalization forecast CSV outputs from the MDPredict-SIRS model across horizons and quantiles for reference dates Apr 12, Apr 19, and Apr 26. This release is integrated into repository cdcepi/FluSight-forecast-hub and enhances data availability for timely public health decision-making and model validation. Major bugs fixed: none reported this period. Impact: improved forecasting data availability and reliability for weekly surveillance, enabling more informed planning and rapid response. Technologies/skills demonstrated: Python data pipelines for CSV generation, multi-date forecasting integration, Git-based version control, and model integration with MDPredict-SIRS; adherence to forecasting hub standards.
April 2025
March 2025
4 Commits • 1 Features
Mar 1, 2025March 2025 performance summary for the FluSight forecast hub in cdcepi/FluSight-forecast-hub. Focused on expanding the MDPredict-SIRS forecast data product for influenza hospitalizations, stabilizing the data pipeline, and enabling better public health decision support.
March 2025
4 Commits • 1 Features
Mar 1, 2025March 2025 performance summary for the FluSight forecast hub in cdcepi/FluSight-forecast-hub. Focused on expanding the MDPredict-SIRS forecast data product for influenza hospitalizations, stabilizing the data pipeline, and enabling better public health decision support.
February 2025
4 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for cdcepi/FluSight-forecast-hub: Delivered new influenza hospitalization forecast data exports for the MDPredict-SIRS model, enabling forecasting visualization, trend analysis, and performance evaluation. Coordinated the data export pipeline with multiple fixed release windows and ensured traceability through explicit commits. Strong emphasis on business value and data quality to support public health decision-making.
4 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for cdcepi/FluSight-forecast-hub: Delivered new influenza hospitalization forecast data exports for the MDPredict-SIRS model, enabling forecasting visualization, trend analysis, and performance evaluation. Coordinated the data export pipeline with multiple fixed release windows and ensured traceability through explicit commits. Strong emphasis on business value and data quality to support public health decision-making.
February 2025
January 2025
6 Commits • 1 Features
Jan 1, 2025January 2025 monthly summary for FluSight-forecast-hub (cdcepi/FluSight-forecast-hub). Focused on delivering forecast data assets for MDPredict-SIRS and aligning February 2025 releases with revised forecasts. Highlights include initial CSV generation for Jan–Feb 2025, data corrections for Feb 1, 2025, and groundwork for a reproducible forecasting data pipeline.
January 2025
6 Commits • 1 Features
Jan 1, 2025January 2025 monthly summary for FluSight-forecast-hub (cdcepi/FluSight-forecast-hub). Focused on delivering forecast data assets for MDPredict-SIRS and aligning February 2025 releases with revised forecasts. Highlights include initial CSV generation for Jan–Feb 2025, data corrections for Feb 1, 2025, and groundwork for a reproducible forecasting data pipeline.
December 2024
7 Commits • 1 Features
Dec 1, 2024December 2024 was a focused month for the FluSight-forecast-hub in cdcepi/FluSight-forecast-hub, delivering forecast publications for the MDPredict-SIRS and mdpredict models, and tightening data integrity and metadata accuracy to support reliable forecasting and attribution.
7 Commits • 1 Features
Dec 1, 2024December 2024 was a focused month for the FluSight-forecast-hub in cdcepi/FluSight-forecast-hub, delivering forecast publications for the MDPredict-SIRS and mdpredict models, and tightening data integrity and metadata accuracy to support reliable forecasting and attribution.
December 2024
November 2024
5 Commits • 2 Features
Nov 1, 2024Month: 2024-11 | FluSight-forecast-hub (cdcepi/FluSight-forecast-hub) monthly summary. Delivered two main feature areas: (1) metadata standardization for Maryland Predict SEIRS/SIRS models with aligned outputs for the FluSight hub, and (2) updated forecast data for MDPredict-SIRS including weekly horizon quantiles and a new 11-30 forecast CSV across locations. No major bugs reported this month; focus was on data consistency, metadata documentation, and forecast reliability. Impact includes improved data provenance, consistency across model outputs, and stronger decision support for flu tracking. Technologies/skills demonstrated include SEIRS/SIRS data modeling, CSV generation for weekly horizons, metadata documentation, and Git-based version control for reproducible data pipelines.
November 2024
5 Commits • 2 Features
Nov 1, 2024Month: 2024-11 | FluSight-forecast-hub (cdcepi/FluSight-forecast-hub) monthly summary. Delivered two main feature areas: (1) metadata standardization for Maryland Predict SEIRS/SIRS models with aligned outputs for the FluSight hub, and (2) updated forecast data for MDPredict-SIRS including weekly horizon quantiles and a new 11-30 forecast CSV across locations. No major bugs reported this month; focus was on data consistency, metadata documentation, and forecast reliability. Impact includes improved data provenance, consistency across model outputs, and stronger decision support for flu tracking. Technologies/skills demonstrated include SEIRS/SIRS data modeling, CSV generation for weekly horizons, metadata documentation, and Git-based version control for reproducible data pipelines.
Activity
Loading activity data...
Quality Metrics
Correctness99.4%
Maintainability99.0%
Architecture99.4%
Performance99.0%
AI Usage20.6%
Skills & Technologies
Programming Languages
CSVPythonYAML
Technical Skills
Configuration ManagementData AnalysisData EngineeringData GenerationData ManagementData ModelingData UpdateForecastingMetadata Managementdata analysismachine learningpredictive modeling
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline