Property discovery · API data integration

Turning external property feeds into useful discovery.

Third-party listing ingestion, structured property data, search, filtering, and refresh workflows for a Canadian real-estate use case.

My role
API / Data / Listing Platform Engineering
Engagement
Selected project engagement
Technology & focus
Third-Party APIs, Data Pipelines, Search, Filtering, Web Applications

The context.

Property discovery depends on current, structured data and useful search. My contribution focused on bringing third-party listing information into an application, organizing it consistently, and making it easier for customers to find relevant properties.

My contribution.

  1. Fetch and normalize third-party listing data for a Canadian real-estate application.
  2. Work with REALTOR.ca-related listing data and integration workflows.
  3. Build search and filtering behavior around structured property attributes.
  4. Support listing refreshes and live or near-real-time update workflows.
  5. Improve how property information is presented to users.

The result.

  • External data transformed into a searchable property experience.
  • A foundation for keeping listing discovery aligned with refreshed source data.
An API feed becomes a product only when its data is consistent, current, and understandable.
Third-Party APIsData PipelinesSearchFilteringWeb Applications

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