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Jake Wheeler

PROFILE

Jake Wheeler

Jake Wheeler led the engineering and delivery of the CDCgov/dibbs-ecr-refiner platform, building a robust end-to-end system for electronic case report (eCR) refinement and configuration management. He architected workflows spanning frontend React interfaces and backend FastAPI services, integrating AWS Lambda and S3 for scalable, secure data processing and storage. Jake implemented features such as multi-step configuration builders, authentication via Keycloak, and automated accessibility checks, while optimizing database migrations and CI/CD pipelines using Docker and GitHub Actions. His work emphasized maintainability, reliability, and compliance, resulting in a platform that accelerates configuration, supports traceability, and streamlines deployment for public health data workflows.

Overall Statistics

Feature vs Bugs

90%Features

Repository Contributions

158Total
Bugs
7
Commits
158
Features
65
Lines of code
190,955
Activity Months13

Work History

February 2026

7 Commits • 3 Features

Feb 1, 2026

February 2026 — Key deliverables focused on reliability, maintainability, and data operations for the dibbs-ecr-refiner. Delivered deployment tooling and local testing support for Lambda, enabling more reliable releases and faster iteration. Removed an obsolete demo download API endpoint to simplify the API surface and reduce maintenance. Implemented robust database seeding and migrations tooling, including an operational Docker image and TES update script to ensure clean, non-duplicated data imports. No customer-facing bugs fixed this month; core improvements translate to reduced deployment risk, faster onboarding, and scalable data workflows, delivering measurable business value through faster feature delivery and lower maintenance costs.

January 2026

14 Commits • 3 Features

Jan 1, 2026

January 2026 was focused on delivering robust configuration management, UX reliability, and solid build/deploy tooling for the dibbs-ecr-refiner. Key outcomes include enabling S3-backed configurations and Lambda-driven consumption with serialized config formats, along with activation/deactivation workflows; improvements to the configuration locking UX; and reinforced build, linting, and deployment processes with documentation and artifact updates. The work reduces configuration drift, speeds safe deployments, and improves operational visibility across AWS services, frontend UX, and CI/CD tooling.

December 2025

10 Commits • 4 Features

Dec 1, 2025

Month: 2025-12 — Summary of key features delivered, major bugs fixed, impact, and technologies demonstrated for the CDCgov/dibbs-ecr-refiner repository. Focused on user experience improvements, traceability and UI reliability, CI/CD automation, and performance optimizations to deliver business value and maintainable code.

November 2025

6 Commits • 3 Features

Nov 1, 2025

Month: 2025-11 — Focused on delivering foundational improvements that reduce risk and accelerate delivery: automated accessibility checks, configuration lifecycle governance, and codebase maintainability. These initiatives improve product quality, compliance, and deployment safety while establishing groundwork for faster iteration.

October 2025

20 Commits • 5 Features

Oct 1, 2025

October 2025 monthly summary for CDCgov/dibbs-ecr-refiner: Delivery focus on user-facing configurability, reliability, and maintainability across key features. The team shipped a new Independent Testing UX with a dedicated UI for condition configuration visibility, loading indicators, and improved navigation and jurisdiction context display; this also updated the code sets management flow for better configuration hygiene. Enhanced authentication and identity handling through Identity Provider Jurisdiction Mapping, enabling jurisdiction_id from IdP and aligning API schemas and login flows with Keycloak configuration. Introduced Activity Log to capture and surface events around configuration creation, supported by API endpoints, frontend navigation, and end-to-end tests. Strengthened demo and environment reliability with per-jurisdiction sample data tooling and dynamic demo DB URL resolution during migrations. Completed infrastructure and quality improvements, including ESLint rules enforcement, standard componentization, Node.js v22 upgrade, and preventing unnecessary S3_ENDPOINT_URL requirements. Overall impact: improved user productivity, stronger data governance, and more reliable deployments with measurable business value and higher code quality.

September 2025

20 Commits • 4 Features

Sep 1, 2025

September 2025 highlights for the CDCgov/dibbs-ecr-refiner: delivered a set of features and reliability improvements across configurations, backend data handling, accessibility, and deployment tooling. The Configurations Page Enhancements introduced custom codes management, search, inline testing, and UI polish to improve configurability and reduce testing time. Backend Data and Performance Improvements refactored async DB access (cursor-based), added FastAPI GZip middleware, and trimmed validation overhead to speed data flows and reduce latency. Accessibility and UI Enhancements improved keyboard navigation and a11y fixes, while Deployment/Tooling Improvements added UI version display, robust S3 environment handling, and updated contributor docs to streamline deployments. Overall, the month yielded measurable business value through faster configuration workflows, more scalable data handling, and more reliable deployment and testing pipelines.

August 2025

11 Commits • 9 Features

Aug 1, 2025

August 2025: Delivered a focused set of features and reliability improvements for CDCgov/dibbs-ecr-refiner that streamline configuration workflows, secure data access, and improve observability. Key outcomes include a multi-step Configuration Builder UI with routing refactor, Code Sets display/filtering with a new search hook, a new Toast notification system, comprehensive API observability across requests and authentication events, and S3-based refined eCR downloads with pre-signed URLs. Supporting work included PHI/PII environment warnings, initial database seeding, stricter TypeScript ESLint rules, and automatic React hook generation for data fetching (Orval). These efforts reduce operational risk, accelerate configuration activities, and enable scalable data access.

July 2025

10 Commits • 6 Features

Jul 1, 2025

Concise monthly summary for 2025-07 for CDCgov/dibbs-ecr-refiner. Delivered key platform improvements across data model, authentication, and refinement pipeline; improved robustness of CI/CD and developer experience; security posture enhanced through dependency updates.

June 2025

14 Commits • 7 Features

Jun 1, 2025

June 2025: Delivered a suite of user-focused features and reliability upgrades for the dibbs-ecr-refiner project, advancing end-to-end workflow from eCR refinement to diagnostics. Introduced a Multi-eICR Report Viewer on the Demo Success Page for side-by-side comparison of refined and unrefined outputs; completed a major UI/UX refresh for the home and demo pages; strengthened code quality through typing improvements and CI-level mypy checks; enhanced file upload validation with detailed error messaging and performance optimizations; and automated Docker image builds for consistent deployment of the app and Lambda function. These changes improved user experience, reduced error rates, and accelerated deployment cycles, delivering tangible business value.

May 2025

9 Commits • 5 Features

May 1, 2025

May 2025 monthly summary for CDCgov/dibbs-ecr-refiner. Key outcomes include delivery of an end-to-end demo flow for eCR (upload, refine, and download) with an enhanced backend API returning both unrefined and refined eCR data, plus a dedicated download endpoint and download cleanup. Added visibility into data efficiency with file size reduction percentage displayed on the demo success page. Achieved UI/UX polish (USWDS integration, Merriweather font, and client-side routing fallback) to improve usability and accessibility. Strengthened code quality and developer experience through Ruff linting and type hints. Improved CI/CD reliability by introducing Docker-based GHCR workflows. Overall impact: faster validation of eCR refinement, a more stable demo experience for stakeholders, and improved release reliability.

April 2025

12 Commits • 4 Features

Apr 1, 2025

April 2025: Delivered core frontend foundation with Vite, UI components, and routing; aligned backend APIs under /api for consistency. Shipped demo endpoints and modularized routing to accelerate demonstrations. Consolidated TES into Refiner, reducing cross-service fragmentation. Strengthened CI/CD and developer tooling with hot-reload, linting pipelines, and PR automation. Fixed CODEOWNERS syntax to ensure proper ownership.

March 2025

16 Commits • 5 Features

Mar 1, 2025

March 2025 monthly summary across CDCgov/dibbs-ecr-viewer and CDCgov/dibbs-ecr-refiner focusing on delivering user-facing features, improving data quality, accessibility, and deployment readiness.

February 2025

9 Commits • 7 Features

Feb 1, 2025

February 2025 (2025-02) monthly summary for CDCgov/dibbs-ecr-viewer. Key features delivered include automated PR review assignment via CODEOWNERS, server-side condition fetching to simplify client logic, and a unified table rendering approach using JsonTable. Major bug fixed: ensure patient vital status displays correctly when data is missing by introducing evaluatePatientVitalStatus and wiring it into demographic evaluation. Additional architectural refinements include USWDS-based Accordion and Pagination, relocation of DB utilities to data/db, and enhanced error handling and TypeScript typing across API services. These efforts reduced API surface, improved data consistency, and elevated stability and developer productivity. Technologies demonstrated include TypeScript best practices, ESLint no-explicit-any rule, USWDS component usage, server-side data choreography, and code organization improvements.

Activity

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Quality Metrics

Correctness91.4%
Maintainability89.2%
Architecture87.8%
Performance86.4%
AI Usage24.2%

Skills & Technologies

Programming Languages

BashCSSDBMLDockerfileHTMLJSONJavaScriptJustJustfileMakefile

Technical Skills

API Client GenerationAPI DesignAPI DevelopmentAPI IntegrationAPI developmentAPI testingAWSAWS LambdaAWS S3AWS SDKAccessibilityAsynchronous ProgrammingAuthenticationAzure SDKBackend Development

Repositories Contributed To

2 repos

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

CDCgov/dibbs-ecr-refiner

Mar 2025 Feb 2026
12 Months active

Languages Used

DockerfileMakefileMarkdownMermaidPythonShellXMLYAML

Technical Skills

API DevelopmentBackend DevelopmentBuild AutomationCI/CDCode LintingCode Organization

CDCgov/dibbs-ecr-viewer

Feb 2025 Mar 2025
2 Months active

Languages Used

HTMLJavaScriptTypeScripttsxPythonSCSSSQL

Technical Skills

API DevelopmentAWS SDKAzure SDKCode OrganizationComponent RefactoringConfiguration Management

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