ASIN Data Management Platform
Role
- Web Scraping
- Automation
- Machine Learning
- Back-end Development
- Front-end Development
Project Overview
The ASIN Data Management Platform simplifies and automates the process of managing ASINs by enabling batch uploads, periodic data scraping, and maintaining comprehensive historical records. Designed for efficiency and scalability, the platform empowers users to track, update, and analyze ASIN data over time, providing valuable insights for decision-making.
Technical Execution
- Frontend: Built with React.js, Vite, and Tailwind CSS for a sleek and responsive user interface.
- Backend: FastAPI (Python) powers efficient API endpoints and task nhandling.
- Database: PostgreSQL stores ASIN records and their detailed historical data.
- Scraping: Utilizes BeautifulSoup, Selenium, or Playwright for reliable and periodic data retrieval.
- Error Monitoring: Integrated with Sentry for real-time issue tracking and debugging.
- Deployment: Hosted on Fly.io for scalable and reliable performance.
- Task Management: Background scraping jobs run asynchronously for efficient processing.
Solution Features
- ASIN Management:
- Batch upload ASINs via CSV or manual entry.
- Modify and append data to existing ASIN records.
- Historical Data Tracking:
- View and analyze detailed records of all updates and scraped data for each ASIN.
- Automated Scraping:
- Background scrapers periodically fetch updated data.
- Failed scrapes are logged, retried, and users are notified of repeated failures.
- Scalability & Reliability:
- Designed to handle
extensive ASIN databases and high-frequency scraping tasks.
- Designed to handle
- Customizable Data Exports:
- Export scraped ASIN data and download records anytime.
Impact & Results
- Streamlined Workflow: Simplified ASIN management and tracking processes for users.
- Data Transparency: Comprehensive historical records enable trend analysis and better decision-making.
- Efficiency: Automated scraping reduces manual effort and enhances accuracy.
- Scalability: Robust infrastructure supports growing user and data demands.
- User Empowerment: Real-time updates and data export capabilities provide full control over ASIN insights.
