🗺️ Roadmap

Planned future enhancements:

• Scalability
• Replace SQS with Kafka for high-volume ingestion
• Horizontal scaling of consumers
• Machine Learning
• MLflow for model tracking & versioning
• Ensemble models for rent prediction
• Search
• ElasticSearch integration for full-text property search
• Data Quality
• Anomaly detection for fraudulent listings
• Deduplication across multiple sources
• Deployment
• Multi-region scraping deployment
• Kubernetes-based orchestration