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Completed2025

Rental Property Listing Scraper

A scalable scraping pipeline that structures rental listings into JSON for automated ingestion.

Technologies

PythonCr4wlPandas

Implementation details

  • —Developed a scalable web scraping pipeline that extracted and structured 50,000+ rental listings into JSON for automated database ingestion, allowing for a 30% reduction in manual data entry.
  • —Reduced collection time by 40% through concurrent scraping, request optimization, and duplicate detection.