Design a Scalable Audio AI Processing Platform
Company: Davidai
Role: Software Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Technical Screen
Overview: Design an audio AI backend with durable workflow orchestration, large-object handling, interactive and batch queues, and GPU-aware scheduling. The solution covers segment lineage, idempotent retries, dynamic batching, calibrated quality gates, fallback paths, and capacity isolation.