Evidence-First Project Breakdowns
Each case study follows the same structure: situation, system built, technical design, operational change, and results. This keeps the proof easy to scan for hiring teams.
KPI Dashboard & Reporting Automation
Built a comprehensive performance dashboard from scratch that replaced fragmented spreadsheet reporting with real-time KPI tracking, automated workflows, and AI-driven insights - saving approximately 15 hours per week.
~15hrs
Hours Saved Weekly
Faster
Decision Cycle
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Fresh Operations Analytics System
Designed and implemented a KPI audit framework and reporting cadence for fresh operations, helping drive approximately 12% shrink reduction while improving execution consistency across a $70M+ annual revenue portfolio.
~12%
Shrink Reduction
$70M+
Revenue Portfolio
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Data-Driven Coaching & Sales Growth
Designed scorecards, coaching loops, and goal-tracking systems that contributed to over $3M in comp sales lift and approximately 83% year-over-year comp growth through consistent, data-informed frontline coaching.
$3M+
Comp Sales Lift
~83%
YoY Comp Growth
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Attendance & Coverage Visibility Tool
Built a real-time attendance and coverage tracking tool that automated break and lunch compliance monitoring and gave managers instant visibility into floor coverage gaps.
Improved
Compliance
Real-Time
Visibility
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Team Engagement & Gamified Performance
Designed and built a gamification system with team challenges, live leaderboards, and performance streaks that transformed accountability from top-down management into peer-driven engagement.
Higher
Engagement
Team-Wide
Participation
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