Employer evidence path
Planning & Inventory Systems
For merchandise planning, inventory planning, allocation, replenishment, forecasting, and inventory-systems roles, this path begins with verified professional scale and follows the decision logic into architecture and working product behavior.
Recommended review order
Three pieces of evidence, one hiring question.
Start with the first project for the clearest role match, then use the next two to inspect adjacent systems thinking and implementation depth.
Retail Planning & Analytics at Scale
More than 15 years of forecasting, inventory, allocation, margin, systems implementation, and executive decision support across major retail businesses.
Inspect quantified planning evidence →Inventory Truth Ledger
A source-state reconciliation architecture for conflicting inventory signals across planning, ERP, WMS, TMS, purchase-order, receiving, quality, and carrier systems.
Inspect the reconciliation architecture →SmartGrocer
A working household replenishment prototype with explainable forecasting, purchase history, review controls, authenticated data isolation, and automated tests.
Inspect implemented forecasting behavior →What this path demonstrates
What I would want a hiring team to verify.
- Forecasting and inventory strategy at scale
- Allocation, replenishment, margin, and exception management
- Translation of operational signals into decision-ready views
- Inventory-state architecture and source lineage
- Explainable forecast logic with explicit user control