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// CASE STUDY

Army Reserve Mercury

Defense Innovation Fellowship & Senior Design Capstone

React NativeReactPythonAWS LambdaAPI GatewayRDSPostgreSQLS3SNSAgile

01Situation

The Army Reserve lacked a streamlined system for tracking soldier AFTP and RST utilization, pay form workflows, and training compliance data — leading to data fragmentation and administrative overhead across leaders, soldiers, and pay administrators.

02Task

As Defense Innovation Summer Fellow (Tatitlek Corp / NSIN / DIU) and Project Manager for Senior Design, architect and deliver new features across a cross-platform application used by 400+ soldiers — from initial mockups through API integration, cross-platform implementation, and deployment.

03Actions

  • Engineered AFTP Utilization feature end-to-end (mockups → API → React Native + React web) enabling unit leaders to track soldier flight pay compliance and surface discrepancies between database records and soldier AFTP numbers.
  • Built RST Utilization dashboard so leaders can see which soldiers have submitted rescheduled training forms per battle assembly date, with missing makeup days surfaced at a glance.
  • Architected dynamic form field highlighting system: pay admins mark specific fields with comments on denial; soldiers see highlighted errors on resubmission immediately.
  • Implemented multi-stage audit logging tracking all form approvals, denials, and resubmissions — eliminating confusion when forms re-enter approval queues.
  • Revamped bulk BA date upload engine with comprehensive validation and error handling.
  • Standardized timezone logic across the full stack (React Native, React web, Python APIs).
  • Built interactive user onboarding tutorial system with separate flows for soldiers, leaders, and pay admins — including auto-advance on action completion and persistent tutorial status tracking per user.
  • Created tutorial video series for each user role to reduce knowledge fade for periodic users.
  • Led 11-member Agile team through two Senior Design semesters, coordinating sprints and interfacing directly with Army Reserve stakeholders.
  • Delivered 30+ production bug fixes including a calendar crash affecting all mobile users, pay form denial logic errors, and permission assignment bugs impacting admin workflows.

04Results

  • 80+ production tickets delivered across fellowship and Senior Design.
  • AFTP and RST Utilization features deployed to production, enabling data-driven compliance tracking for flight units.
  • User tutorial system reduced onboarding time and knowledge fade for periodic users across three distinct user roles.
  • Application successfully serving 400+ Army Reserve soldiers.