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Lauren White

PROFILE

Lauren White

Lauren White developed and maintained end-to-end data submission and configuration workflows for the cdcepi/FluSight-forecast-hub and CDCgov/covid19-forecast-hub repositories, focusing on California influenza and COVID-19 ensemble forecasts. She engineered automated pipelines for weekly CSV and YAML-based submissions, leveraging Python, R, and Git to ensure reproducibility, traceability, and data integrity. Her work standardized quantile-based forecast outputs, improved metadata management, and enabled timely, auditable releases for public health decision-making. By integrating configuration-driven modeling and robust data validation, Lauren addressed operational needs for both data engineering and statistical analysis, supporting collaborative, version-controlled forecasting across multiple teams and submission cycles.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

39Total
Bugs
0
Commits
39
Features
12
Lines of code
3,500
Activity Months11

Work History

February 2026

1 Commits • 1 Features

Feb 1, 2026

February 2026 performance summary for the CDCgov/covid19-forecast-hub. This period focused on integrating external data to improve the forecast dataset's coverage and timeliness. No major bug fixes were recorded in the provided data.

January 2026

4 Commits • 1 Features

Jan 1, 2026

January 2026 monthly summary for CDCgov/covid19-forecast-hub: Focused on California state data via the CADPH-CovidCAT ensemble. Delivered configuration updates, YAML-based workflow, and four weekly submissions with quantile outputs. Maintained robust documentation and commit traceability.

December 2025

6 Commits • 1 Features

Dec 1, 2025

December 2025 monthly summary for the CDC forecasting project (CDCgov/covid19-forecast-hub). Focused on delivering a centralized CADPH-CovidCAT ensemble model configuration for California forecasts, standardizing outputs and metadata, and establishing a repeatable weekly submission workflow. The work improved submission transparency, collaboration, and governance, while reducing configuration drift and manual errors across multiple December weeks.

November 2025

1 Commits • 1 Features

Nov 1, 2025

November 2025: Implemented a dedicated CovidCAT Ensemble Model Configuration YAML in the CDC covid19-forecast-hub to capture contributors, methods, and data inputs, enabling configurable and reproducible ensemble forecasts. The change enhances workflow configurability, traceability, and cross-team collaboration for forecasting workflows, aligned with the CADPH-CovidCAT submission for the week of 2025-11-29 (commit 1576ddfc4fae1ba9ac6e543ece4d965f96b91f18).

May 2025

4 Commits • 1 Features

May 1, 2025

May 2025 monthly summary for cdcepi/FluSight-forecast-hub. Key feature delivered: CADPH-FluCAT weekly flu hospitalization forecast CSV publications with multi-horizon quantile predictions for various CADPH locations. Four submission cycles completed in May 2025 (2025-05-10, 2025-05-17, 2025-05-24, 2025-05-31). No major bugs reported this month. Overall impact: improved forecast timeliness and accessibility for CADPH, enabling data-driven decisions for flu response. Technologies/skills demonstrated: Python-based data pipelines, CSV generation, forecast quantile handling, Git commit traceability, automated submission workflows, collaboration with FluSight-forecast-hub.

April 2025

4 Commits • 1 Features

Apr 1, 2025

April 2025: CADPH-FluCAT hospitalization forecast CSV submissions for CA-state and related locations released via FluSight-forecast-hub. Deliveries include quantile-based weekly forecast CSVs for dates 2025-04-05, 2025-04-12, 2025-04-26, and 2025-05-03, with multiple horizons and target end dates. This work enhances data availability, reproducibility, and operational readiness for public health decision-making.

March 2025

4 Commits • 1 Features

Mar 1, 2025

March 2025 monthly summary for FluSight-forecast-hub: Delivered four CADPH-FluCAT ensemble California weekly hospitalization forecast data releases with horizon-based quantile forecasts, aligned to March 2025 forecast dates. Strengthened data reproducibility, traceability, and public-health value through robust release notes and commit-level documentation.

February 2025

4 Commits • 1 Features

Feb 1, 2025

February 2025 — Delivered end-to-end CADPH-FluCAT forecast data ingestion and publication for Feb–Mar 2025 in FluSight-forecast-hub. Ingested new CSV forecast data for the CADPH-FluCAT ensemble, including CA-state and location-specific forecasts across multiple horizons and quantiles for four submission dates (2025-02-08, 2025-02-15, 2025-02-22, 2025-03-01). Submissions were committed with full traceability, enabling timely dissemination and downstream consumption by forecasting and decision-support teams.

January 2025

6 Commits • 2 Features

Jan 1, 2025

January 2025 monthly performance summary for the cdcepi/FluSight-forecast-hub repository. Focused on delivering timely forecast data for California (CA-state) and maintaining contributor governance, with no major bugs reported. Highlighted work demonstrates strong data engineering, release management, and collaboration skills, delivering business value through actionable forecast products.

December 2024

4 Commits • 1 Features

Dec 1, 2024

December 2024 focused on delivering automated California influenza hospitalization forecast submissions (CADPH/CalCAT FluCAT) for the FluSight-forecast-hub. Implemented and validated CSV submissions for 2024-12-07, 2024-12-14, 2024-12-21, and 2024-12-28, including quantile predictions and state-level outputs to support end-to-end forecasting workflow. The changes improve forecast timeliness and data availability for state-level decision-making, enabling CADPH/CalCAT to ingest timely forecasts into the FluSight pipeline.

November 2024

1 Commits • 1 Features

Nov 1, 2024

Monthly summary for 2024-11 focused on feature delivery, bug handling, and overall impact for the FluSight-forecast-hub repository. Key feature delivered this month is the CADPH-FluCAT submission data CSV for November 30, 2024, including California-state level data and quantile information, with weekly influenza hospitalization forecasts across horizons and quantiles. No major bugs reported for this period; ongoing data validation and public-data publication tasks were completed. The work advances the reliability and timeliness of the forecast submission workflow, enabling more accurate dissemination for stakeholders. Repository: cdcepi/FluSight-forecast-hub

Activity

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Quality Metrics

Correctness96.4%
Maintainability95.4%
Architecture95.4%
Performance95.4%
AI Usage23.6%

Skills & Technologies

Programming Languages

CSVPythonRYAML

Technical Skills

COVID-19 forecastingConfiguration ManagementData AnalysisData EngineeringData SubmissionForecastingGitGitHubR programmingYAML configurationcollaboration toolsdata analysisdata modelingdata visualizationforecasting

Repositories Contributed To

2 repos

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

cdcepi/FluSight-forecast-hub

Nov 2024 May 2025
7 Months active

Languages Used

CSVYAML

Technical Skills

Data SubmissionForecastingConfiguration ManagementData EngineeringData Analysis

CDCgov/covid19-forecast-hub

Nov 2025 Feb 2026
4 Months active

Languages Used

YAMLRPython

Technical Skills

data modelingforecastingpublic healthGitHubR programmingYAML configuration

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