Designed video rendering solution for customer that upconverts SD through 1080p video formats to 4K using AWS. The solution runs the vendors propriety colorizing/upconverting app which is requires a ton of processing power. It incorporates some of the most powerful EC2 instance types, autoscales horizontally, and automates workflow using AWS SQS and some custom AWS Powershell scripting. Film studios upload their content into s3 buckets using IBM's Aspera file transfer SaaS.