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Engineered a cloud-deployed video streaming backend supporting HLS adaptive bitrate processing using FFmpeg. Built a reliable upload pipeline with MongoDB metadata storage and Google Cloud Storage integration for scalable media delivery. Optimized for real-world performance, achieving end-to-end live streaming latency of 6–7 seconds .