feat: adds a testing script, stores results

[Manit-J]

Description

Adds a testing script for the model, stores results in text and json files.

Fixes #53

Type of change

Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration

• Test A
• Test B

Checklist:

• My code follows the style guidelines of this project
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes

[linear]

ATT-97 Evaluate ML Model

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Project	Deployment	Review	Updated (UTC)
attention-agent	Ready	Preview, Comment	Jan 21, 2026 11:45pm

[salsaady]

nice