Whenever you're ready, walk me through how you'd approach this.
Can you explain the trade-offs you considered when choosing your last data architecture?
Discuss the architecture you selected, the alternatives you evaluated, and how requirements such as latency, throughput, reliability, cost, data quality, maintainability, and team expertise influenced the decision. Include the pipeline design, technology choices, orchestration approach, failure handling, and monitoring strategy. Support your explanation with a practical example, such as a batch or streaming ingestion path, and explain what you would change if scale or freshness requirements increased.