It's doable. But like others have said it will be multiple days of (hard) work with prep. You cannot do it over a weekend.
I did a 10x12 solo last year. I wanted to hire it out, but had difficulty finding anyone to take on this small of a project and my site was not direct access.
That being said, my job took more than a pallet of material. Physically moving the bags from truck to site was the worst of it, and you should plan a day for just moving material and site logistics.
Make a plan, stage the material and rent tools to make life easier (long float, broom finishing tool and plate compactor for prep). Buy an edger trowel to finish it off. Make sure your side bracing for framing is flush so you have a continuous edge to work with.
Obviously, once you start you can't stop, have water and Gatorade on site. It's not hard, 80% just physical labor, but finishing the concrete is the skill part that will make or break this project.
It may take time to get a rhythm, and with heat coming that adds complexity of rapid curing/shorter work time.
Go for it, it's not impossible. Doing it solo is not recommended, having done it myself I wouldn't suggest.