Outcome
PRODUCTION-READY DATA FEEDS FOR PRICING AND MARKET INTELLIGENCE.
Project Detail
Travel and Hospitality Scraping
Engineered scraping systems for hotel listings, rates, and availability across dynamic travel portals.
Web Scraping
Python, Selenium, anti-blocking strategies
Challenge
RATE AND AVAILABILITY SOURCES WERE DYNAMIC, FREQUENTLY CHANGING, AND DEFENSIVE AGAINST AUTOMATED ACCESS.
Approach
DESIGNED RESILIENT COLLECTORS WITH ANTI-BLOCKING CONTROLS, EXTRACTION HEALTH CHECKS, AND SCHEMA NORMALIZATION.
Execution impact
Business outcomes delivered
Key impact highlights from this delivery engagement.
Impact highlight
Increased reliability of competitive pricing inputs.
Impact highlight
Reduced data gaps in high-variance source environments.
Impact highlight
Enabled consistent downstream intelligence updates.
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