AI Pantry Tracker
Problem Statement
Help users manage pantry inventory efficiently with a full-stack app, image classification, and secure authentication.
Project Details
- Launched a full-stack pantry management app with Next.js, Material UI, and Firebase backend
- Enabled CRUD operations and secure authentication via Clerk
- Incorporated image classification with a fine-tuned MobileNet model in TensorFlow/Keras (85% accuracy)
- Implemented search and filter features, improving item retrieval speed by 40%
Project Images


System Architecture
