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What is your work efficiency?
"My whole life is an expanding cycle ***"
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According to the description of the task, it seems that the difficulties were here:
- UI
- interaction with the camera (at least integration with some third-party api)
- goodies for photo processing (obviously you should think about using existing solutions, which means integration)
2 months for the basic version - IMHO,
1.5 months for mathematics is quite acceptable - Did you try to come up with it yourself?
2 weeks to fix bugs
2 months to re-saw the entire architecture - if I understand correctly, you solved the problem with that architecture as well. Then they decided that the architecture was bad (here the issue is not performance, but experience in building architecture). Refactoring is usually a long thing. The only question is - what is the complexity of the architecture? What was done so that it had to be refactored. Well, the complexity of this task is not in the architecture.
trying to solve a problem that is too difficult for me at this stage of development
Most likely, in your case, inexperience simply affects. Trained experienced people solve typical problems like nuts. But it takes decades to get there. So there is no need to get discouraged ahead of time.
And yes. Why did you suddenly decide that you have to be like someone from a book? Maybe the current performance is your ceiling? All people are different in characteristics and complex tasks are simply too tough for someone. And this does not mean at all that you are worse as a person, probably doing things where your best features are manifested, you will achieve / earn a lot!
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