Real ProjectLive2023
APE11
AI-powered property validation at scale
📈 80% reduction in manual review time
Role
Backend Engineer
Team
6 engineers
Methodology
Scrum
Domain
AI, Full Stack
Overview
Built an automated property validation pipeline that integrates with CRM databases, reducing manual review time by 80% and processing thousands of listings daily.
🎯 Challenge
Processing and validating thousands of property listings daily with varying data quality from multiple real estate sources, while maintaining CRM data integrity.
✅ Solution
Designed an event-driven pipeline using Celery workers with automatic retry and dead-letter queues. Integrated GraphQL API for flexible data queries and FastAPI for high-throughput validation endpoints.
Results & Metrics
-80%
Processing time
5K+
Daily listings
<0.5%
Error rate
Tech Stack
FastAPICeleryGraphQLPostgreSQLRedisDocker