I build decision systems that connect frontline behavior, KPI instrumentation, and management action loops. This path highlights the strongest analytics and data delivery proof.
A production analytics platform that moved store decisions from lagging reports to same-day action.
A full-stack operations intelligence dashboard with live KPI views, coaching analytics, gamification modules, and automation that reduced weekly manual reporting by roughly 15 hours.
~15 hrs/week
Manual Hours Removed
10+
Core Modules
Real-time team leaderboard and KPI summary replacing manual spreadsheet rollups.
Operational control system for planning production, inventory, events, and item execution.
A Fresh operations application that centralizes production planning workflows and gives managers guest-access visibility into high-signal execution tabs.
Guest Enabled
Access Mode
Tabbed Suite
Workflow Model
Daily execution snapshot used to align priorities at shift start.
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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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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Design practical metric models and reporting semantics that are trusted by operators.
Build interfaces that translate analytics into immediate managerial action.
Own rollout loops, training, and governance so analytics is used consistently in the field.
If you are hiring for analytics leadership, RevOps, or operational excellence, I can walk you through the product stack and outcomes in 20 minutes.