Web Scraping

MLS Real Estate
Scraper (2FA)

Developed an advanced real estate scraping solution for Stellar MLS, engineered with secure session management and automated 2FA/OTP handling. The platform intelligently extracts property data across multiple ZIP codes and identifies absentee-owned properties, transforming protected MLS data into actionable real estate insights.

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MLS Real Estate Scraper
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Tech Stack

Technologies Used

Built with cutting-edge technologies to ensure scalability, reliability, and performance

Google Sheets Google Sheets
Python Python
Playwright Playwright
Pandas Pandas
Metrics

Results & Impact

Measurable outcomes that demonstrate the real-world value delivered to the client

Automated 2FA/OTP handling for 100% of protected sessions
Identified 500+ absentee-owned properties weekly for targeted insights
Extracted 10,000+ property records/month from protected MLS databases reliably
Collected data across 50+ ZIP codes, supporting scalable real estate analysis

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