Asynchronous Migration Service (Python)

A distributed system designed to execute schema migrations across thousands of tenant databases in parallel. Leveraging a queue-based architecture with worker processes, the service ensures scalable, fault-tolerant execution while maintaining data integrity. Built with idempotent migration patterns, retry handling, and centralized tracking, it addresses real-world challenges such as partial failures, stale tasks, and high-volume coordination.