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Amir Reavis-Bey

PROFILE

Amir Reavis-bey

Amir Reavis-Bey engineered robust identity verification workflows for the 18F/identity-idp repository, focusing on document authentication, phone-based verification, and vendor integration. He implemented A/B testing frameworks, risk-based routing, and dynamic vendor selection to improve reliability and flexibility. Using Ruby, JavaScript, and SQL, Amir refactored backend logic for session management, error handling, and analytics tracking, while expanding support for passports and multi-vendor phone checks. His work emphasized configurable, testable flows with strong observability and data integrity, addressing edge cases and reducing onboarding friction. The depth of his contributions reflects a comprehensive approach to secure, maintainable, and scalable authentication systems.

Overall Statistics

Feature vs Bugs

82%Features

Repository Contributions

58Total
Bugs
7
Commits
58
Features
32
Lines of code
16,817
Activity Months15

Work History

January 2026

1 Commits • 1 Features

Jan 1, 2026

January 2026: Delivered Phone Risk-Based Verification Routing in the 18F/identity-idp project, enabling risk-scored verification routing with percentage-based routing and configurable failure reason codes to dynamically adapt verification flows based on risk scores and predefined failure conditions. This release ties to commit 092c2ec0ef218036de0e94476cf2b15214e0baf4 (LG-17134) and the related change set (#12800). There were no major bugs fixed this month; the focus was on robust feature delivery, code quality, and rollout readiness. Impact: strengthens authentication security while reducing friction for low-risk users, improves operational clarity through explicit failure reason codes, and lays groundwork for broader deployment. Skills demonstrated include risk-scored decisioning, percentage-based routing logic, configurable failure codes, maintainable feature design, and cross-team collaboration.

December 2025

2 Commits • 1 Features

Dec 1, 2025

December 2025 monthly summary for 18F/identity-idp focused on delivering stronger identity verification capabilities via phone-based enhancements, improving onboarding reliability and security. The work adds phone information to proofing biographical data and introduces a percentage-based phone precheck to enable flexible, secure proofs.

November 2025

3 Commits • 1 Features

Nov 1, 2025

November 2025 monthly summary for 18F/identity-idp focusing on strengthening the identity verification workflow and reliability through phone verification enhancements and address proofing improvements. Delivered multi-vendor phone verification with a precheck flow, updated session storage, and user-flow adjustments; fixed address proofing 50/50 state handling with clearer success-state logging. Result: more reliable user onboarding, improved observability, and reduced edge-case failures across the identity verification path.

October 2025

5 Commits • 5 Features

Oct 1, 2025

October 2025 monthly summary for 18F/identity-idp focused on expanding verification capabilities, telemetry, and routing robustness to support a broader set of identity proofing scenarios. Delivered feature flags for AAMVA doc authentication readiness, telemetry for profile activation, AB-tested address verification vendor integration with shadow mode support for risk analytics, expanded document authentication to include Identification Card state IDs, and routing simplifications for DocV to reduce edge-case failures and improve vendor selection reliability.

September 2025

6 Commits • 3 Features

Sep 1, 2025

September 2025 monthly work summary for 18F/identity-idp focusing on performance, reliability, security, and user experience improvements. Delivered key features, fixed data integrity issues, and enhanced configuration management with robust test coverage.

August 2025

4 Commits • 1 Features

Aug 1, 2025

August 2025 monthly summary for 18F/identity-idp: Delivered a major overhaul of the identity verification flow with passport support and resiliency improvements. Key changes streamlined in-person proofing routing, enabled passport as identity document when selfies are required, refined doc auth vendor selection order, reset capture session vendors on ID type changes, and added a passport API health check to gracefully redirect users when the API is unhealthy. Impact includes improved completion rates, reduced friction for TrueID scenarios, and stronger system resilience.

July 2025

7 Commits • 3 Features

Jul 1, 2025

July 2025 accomplishments for 18F/identity-idp focused on advancing identity verification workflows with Socure DocV integration, safer IPP rollout, and improved testability. Delivered end-to-end DocV passport verification with MRZ handling and enhanced reporting, gated IPP on SP support to reduce risk, and introduced mock uploads for desktop selfie testing to streamline QA. Strengthened observability around MRZ failures with correlation IDs and detailed error logs, and expanded DocV specs and test coverage for passport card processing. These efforts improved verification reliability, reduced operational risk, and accelerated future feature delivery.

June 2025

4 Commits • 3 Features

Jun 1, 2025

June 2025 performance summary for 18F/identity-idp. Delivered key features and fixes that enhance verification reliability, data integrity, and user experience, while expanding flexibility for vendor testing and document processing. Overall impact includes improved analytics-enabled decision making for proofing vendors, robust enrollment-data relationships, UX-aligned controls around Socure in hybrid handoff, and expanded passport support in document authentication.

May 2025

3 Commits • 1 Features

May 1, 2025

May 2025 — Key features delivered and reliability improvements for 18F/identity-idp focused on stronger identity verification and improved observability. Selfie-enabled Document Verification (DocV) enhancements deliver facial matching within the verification flow, with A/B routing for vendor selection and integration with the Socure document capture flow; selfie checks are enforced when required by Service Providers to boost security and accuracy. KYC process reliability and observability enhancements hardened the flow by switching document authentication success criteria to TransactionStatus, adding New Relic exception reporting, and refactoring user fetching to run earlier in the job for improved reliability and visibility. Overall impact: higher verification accuracy, reduced risk via better failure signaling, and improved onboarding speed with clearer operational insights.

April 2025

2 Commits • 1 Features

Apr 1, 2025

Monthly summary for 2025-04: Focused on delivering business value through improved identity verification workflows and streamlined integration with the Document Verification Service (DoS). Key features and fixes delivered in 18F/identity-idp include: Identity and Document Verification Workflow Enhancements: send only the first part of the last name to AAMVA for DC and WV with per-state configurability and analytics tracking for proofing results; and standardize header names in the DoS integration for readability and alignment with common header conventions. Major commits implementing these changes include a82e785c9f7cbeb4b813b799531daa99a4f66920 (LG-16031: Send only first part of last name to AAMVA (#12054)) and 9f3d00143ce1be270618a2aae4ce17d663826912 (update DoS auth headers for readability (#12114)).

March 2025

6 Commits • 3 Features

Mar 1, 2025

March 2025 monthly summary for 18F/identity-idp: delivered targeted enhancements to the document authentication and verification workflow, focused on vendor routing accuracy, AB testing readiness for passport-based verification, and DoS API reliability. Implemented a temporary 50/50 doc_auth_vendor rollout with an explicit revert plan to balance rollout risk and validation needs. These changes improve user experience, reduce routing errors, enable data-driven experimentation, and strengthen system resilience.

February 2025

6 Commits • 3 Features

Feb 1, 2025

February 2025 monthly summary for 18F/identity-idp: Implemented core document capture and verification improvements, strengthened session handling, and enhanced vendor support. Deliveries focused on simplifying user flow, preventing invalid submissions, and boosting reliability and business value across the document authentication lifecycle.

January 2025

3 Commits • 2 Features

Jan 1, 2025

Month: 2025-01. The team delivered two significant enhancements in document authentication and testing for the identity-idp service, improving configurability, testability, and reliability. These changes reduce QA time, increase flexibility in testing authentication flows, and strengthen the vendor selection logic in document authentication.

December 2024

3 Commits • 2 Features

Dec 1, 2024

December 2024: Focused on reliability improvements and analytics flexibility for IDV verification workflows in the 18F/identity-idp repository. Delivered features to strengthen the DOCV verification path, improve webhook reliability, and enhance observability through analytics instrumentation. These efforts reduce verification failures, cut manual intervention, and provide data-driven insights to support faster decision making and a better user experience.

November 2024

3 Commits • 2 Features

Nov 1, 2024

November 2024 monthly summary for 18F/identity-idp: Delivered improvements to Socure webhook logging, enhanced transaction token handling, and initiated a robust testing scaffold for Socure document capture. These changes improve analytics accuracy, authentication integrity, and testing coverage, reducing risk and accelerating feature delivery for identity verification workflows.

Activity

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Quality Metrics

Correctness88.2%
Maintainability84.4%
Architecture84.6%
Performance82.8%
AI Usage21.4%

Skills & Technologies

Programming Languages

HTMLJSONJavaScriptRubySQLShellYAML

Technical Skills

A/B TestingAPI DevelopmentAPI IntegrationAPI developmentAPI integrationAnalyticsAnalytics TrackingAuthenticationBackend DevelopmentCachingConfigurationConfiguration ManagementController LogicData ValidationDatabase Management

Repositories Contributed To

1 repo

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

18F/identity-idp

Nov 2024 Jan 2026
15 Months active

Languages Used

RubySQLYAMLJSONJavaScriptHTMLShell

Technical Skills

API IntegrationBackend DevelopmentIntegrationLoggingRuby on RailsTesting

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