Link : https://www.damazoom.com/
Natural language → Complete shopping cart
AI-powered web service that generates a complete shopping cart based on user's situation and budget.
Built and deployed as a full-stack production web service.
Users describe their situation in natural language.
Example:
"I am moving into a new studio apartment with a $500 budget"
The system:
- Generates required item list using LLM
- Matches real products using commerce APIs
- Recommends optimal products
- Calculates total cost automatically
User input → AI item generation → Product matching → Cart completion
- Users describe goals and budget freely
- AI converts input into structured item list
- Coupang Partners API integration
- Naver Smartstore API integration
- Real products with price, rating, image
- AI selects best product options
- Budget calculated automatically
- Users can modify selections
- Fully deployed web service
- Real user usage possible
Python
Flask
OpenAI API
MongoDB
React
Docker
Nginx
Fly.io
Google Analytics 4
LLM → Item List → Product API → Data Processing → UI
(Add screenshots here)
Examples:
- Input screen
- AI generated item list
- Product matching screen
- Final cart screen
Solo project
Responsible for:
- Product idea
- UX design
- AI logic implementation
- Full-stack development
- Deployment
- Analytics integration
Planning purchases is mentally expensive.
This project explores how LLM can reduce decision friction and automate planning.
Production MVP
Core code is private, But I can share Link -> https://www.damazoom.com/
