I proposed an AWS-based event-driven architecture. The solution included: Frontend handling the initial CSV validation. Uploading the file to an S3 bucket. S3 triggering an event sent to a message queue. The queue triggering a Lambda function to perform final data verification and call the API to create the user records. Sending an asynchronous notification back to the frontend once the bulk creation process is finished.