[Feature] Async PDF Report Synthesis for Loan Eligibility Assessments

[SatyamPandey-07]

Description
Farmers need a formal, printable document to present to banks. Currently, loan eligibility results are only shown in the UI. We need to generate a professional PDF report automatically.

Proposed Solution
I propose building an automated PDF generation engine:

1. Create backend/services/pdf_service.py using the reportlab library.
2. Implement professional styling (Logo, Tables, Watermarks) for the report.
3. Create a Celery task to synthesize the PDF after the Gemini API analysis completes.
4. Integrate with the new File Upload Service to store the generated PDF in local/S3 storage.
5. Notify the user via the Notification System when their report is ready for download.

Impact

• High tangible value for farmers applying for loans.
• Professionalizes the output of the platform.
• Demonstrates advanced orchestration of Celery, File Storage, and Notifications.

I am ready to build this high-impact feature. Please assign me.

[github-actions]

Thank you for raising this issue!

We'll review it as soon as possible. We truly appreciate your contributions! ✨

Meanwhile make sure you've visited the README.md, CONTRIBUTING.md, and CODE_OF_CONDUCT.md before creating a PR for this. Also, please do NOT create a PR until this issue has been assigned to you. 😊

[SatyamPandey-07]

Please assign this to me. @omroy07

[omroy07]

Assigned