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Add parallelization across the codebase. #25

@antrikshmisri

Description

@antrikshmisri

Is your feature request related to a problem? Please describe.

There are various TODO's all across the codebase where the package can benefit from parallel processing. An example of this can be found here, the similar thing needs to be implemented elsewhere.

Describe the solution you'd like
Use the same logic as above to add parallelization.

Additional context
We can brainstorm on other possibilities as well.

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