Inspiration
In the management system of warehouses , lots of high end products r available specially by big tech companies, but those r very expensive and in any business , variables are something everyone want less of , so if someone bought the product ones it is very hard to switch back as all the data is logged already and its a very big hassle but have to keep going even if gets too pricey.
What it does
ShelfNova is an intelligent warehouse management platform that tracks inventory, prioritizes expiring products through FEFO dispatch, detects quality issues using computer vision, monitors storage conditions in real time, and provides AI-powered operational insights.
How we built it
We built ShelfNova as an integrated warehouse platform with an interactive dashboard, inventory tracking, automated FEFO prioritization, AI-assisted quality inspection, IoT telemetry monitoring, and a retrieval-augmented AI assistant for warehouse queries and food safety procedures.
Challenges we ran into
Our main challenges were integrating multiple warehouse operations into one interface, designing reliable FEFO prioritization, presenting real-time storage data clearly, and connecting AI-driven insights with practical inventory and quality management workflows.
Accomplishments that we're proud of
I am proud to bring inventory management, expiry prioritization, visual quality inspection, cold-chain monitoring, and an AI warehouse assistant into one cohesive platform with an intuitive, interactive interface.
What we learned
I learned how to connect warehouse workflows, translate operational requirements into actionable insights, design data-rich interfaces, and apply AI, automation, and monitoring to practical problems involving inventory, food safety, and waste reduction.
What's next for ShelfNova
We plan to improve predictive spoilage detection, integrate live warehouse sensors and camera feeds, enhance demand forecasting, optimize dispatch recommendations, and expand automated alerts to help warehouses reduce waste and make better operational decisions.
Built With
- ai
- artificial-intelligence
- computer-vision
- food-safety
- inventory-management
- iot
- javascript
- python
- react
- rest-api
- retrieval-augmented-generation
- warehouse-management
