EarlyBirdGigs
AI property labeling pipeline processing thousands of images at scale.
AI / Data Pipelines / Marketplace
Overview
Web app labeling properties needing services by processing thousands of property images using AI, full pipeline from image ingestion to queue management to search-ready storage.
The Challenge
Processing thousands of images without choking the pipeline, results needed to be retrievable without blocking the UI.
What We Built
Entire AI pipeline, image queue, AI classification, PostgreSQL + Elasticsearch storage, responsive frontend, and payment flow.
Key Decision
Elasticsearch for property search so users filter by service type, region, and classification confidence with sub-second response.
The Result
AI pipeline processing thousands of property images in production with structured logging and payment funnel analytics.
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