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There are a lot of ways to do what you're asking; the short version is: Use the EC2 API to start/stop the instances that you need on a schedule that is required by your clients. But that opens a can of worms in terms of what the schedule is; what the client needs are; and so on.
Something that might help. Many moons ago I wrote a blog post which allowed end-users (after authenticating with Active Directory) to control their Workspaces instances without having to log into the AWS console.
It's not exactly the use case you're looking for but it can be customised: You don't have to use AD; you could just use Cognito to authenticate clients. You can change the Workspaces APIs for EC2 APIs. And so on.
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Thanks for your reply. Your blog seems like it will be very helpful. If I am able to get it set up that could definitely work, at least as a solution for now.