Fix Code Formatting to Resolve Flake8 Errors in Pre-commit Hook

[AdityyaX]

This is related to issue #452

Is your feature request related to a problem? Please describe.
this codebase currently generates problems during Flake8 linting checks in the pre-commit hook. These problems could be due to inconsistencies in code formatting or violations of PEP 8 style requirements.

Describe the solution you'd like
The primary goal of this issue is to address the Flake8 errors encountered during the pre-commit hook by improving code formatting to adhere to PEP 8 standards.

[github-actions]

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[KiranSatyaRaj]

Hi @AdityyaX -
Yeah flake8 doesn't automatically fix the problem, one has to intervene in this case.
I'd love to take this up.

[AdityyaX]

Hi there, @KiranSatyaRaj Actually, I'm working on this problem right now. It's a big problem. If I have any problems, I will get in touch with you.

[KiranSatyaRaj]

Cool, I would love to collaborate with you on this. @AdityyaX