Evidence-First Project Breakdowns
Each case study includes TL;DR context, impact math, verification artifacts, and a consistent implementation flow: situation, baseline, constraints, system built, technical design, key decisions, operational change, and results.
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
Same-Day
Decision Cycle
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Fresh Operations Analytics System
Designed and implemented a KPI audit framework and reporting cadence for Fresh operations, driving 22% shrink reduction and 15% Fresh merchandise comp while improving execution consistency across a $70M+ annual revenue portfolio.
22%
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 membership-income comp lift and 83% membership-income comp growth across five years through consistent, data-informed frontline coaching.
$3M+
Comp Sales Lift
83%
Membership-Income Comp (5 Years)
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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, reducing compliance response time to under 2 minutes.
< 2 min
Compliance Response
Real-Time
Coverage Visibility
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Team Engagement & Gamified Performance
Designed and built a gamification system with team challenges, live leaderboards, and performance streaks that drove 85%+ participation rates and transformed accountability from top-down management into peer-driven engagement.
85%+ active participation
Participation Rate
Weekly cadence
Challenge Frequency
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