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🚀 Product
2024
Smart Shop Scraper
Intelligent e-commerce data extraction platform with automated product monitoring, price tracking, and competitive analysis.
Technologies
PythonPlaywrightFastAPIPostgreSQLRedisDocker
Overview
Smart Shop Scraper is an intelligent web scraping platform designed for e-commerce businesses to monitor competitors, track pricing, and analyze market trends. Built with Python and Playwright for robust browser automation, the platform can extract product data from even the most complex modern web applications.
The system features intelligent rate limiting, rotating proxies, and advanced anti-detection mechanisms to ensure reliable data collection. With FastAPI backend and PostgreSQL database, it provides real-time alerts, historical trend analysis, and customizable dashboards for business intelligence.
Challenges
- ⚠️Handling modern JavaScript-heavy e-commerce sites
- ⚠️Avoiding detection and rate limiting
- ⚠️Processing and storing large volumes of product data
Solutions
- ✅Used Playwright for full JavaScript rendering and interaction
- ✅Implemented intelligent proxy rotation and request throttling
- ✅Built scalable data pipeline with Redis queue and batch processing
Impact
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Processing 1M+ products daily across 500+ e-commerce sites
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Helping retailers optimize pricing strategies
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Providing real-time competitive intelligence
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