Robust proficiency in AWS cloud services, such as Lambda, S3, DynamoDB/RDS, Step Functions, SNS/SQS, API Gateway, or equivalent managed services. Demonstrated experience designing and building system-to-system data synchronization or migration solutions between legacy and modern platforms.