Discover how to architect a high-throughput, enterprise-grade pipeline for automated video transcription and translation. Leveraging Faster-Whisper, vLLM, and Docker on a GPU-powered VPS, this guide provides a production-ready blueprint for media agencies and content platforms looking to localize YouTube and TikTok content at scale while minimizing infrastructure costs.