01 PROBLEM
Retailers lose margin on perishables due to weak expiry visibility, slow markdown decisions, and manual demand response.
BACK TO WORK01 02 03 04 05 ← BACK TO SELECTED WORK
Full Stack Developer • 2024
SMART SHELF
Smart Shelf uses AI to optimize perishables with real-time inventory intelligence, dynamic pricing, and sustainability analytics.
Next.jsChart.jsTailwindTypeScript
02 CHALLENGE
“Making AI markdown suggestions transparent enough for operations teams to trust in production.”
03 DECISION
Combined explainable pricing logic with human-in-the-loop controls for safe adoption.
FEATURE SHIPLIST
A snapshot of what shipped in this build.
5 modules
Real-time stock and expiry tracking across perishables
Rule-based AI pricing with manager approval loops
Flash deals and geo-targeted engagement workflows
Waste saved and CO2 reduction impact dashboards
Integrations across POS, ERP, and loyalty ecosystems
STACK MAP
Next.js01
Chart.js02
Tailwind03
TypeScript04
LIVE CANVAS
Open the live project and explore how this concept behaves in motion, state changes, and real interactions.