Add innovation metrics and impact tracking system

[anshul23102]

Description

No metrics limits insight. Impact tracking quantifies value, motivates innovation

Steps to Reproduce

• Feature currently unavailable in system
• Affects user experience and platform capability

Environment Information

• Platform: Existing stack
• Integration: Fits with current architecture

Expected Behavior

• Feature fully implemented
• Performance and quality standards met
• Integration with existing systems

Actual Behavior

• Feature missing or incomplete
• Users unable to access capability

Additional Context

Root Cause: Not implemented.

Proposed Solution: See implementation below.

Implementation Steps:

1. Design system architecture
2. Implement core functionality
3. Build UI/UX as needed
4. Comprehensive testing
5. Performance optimization
6. Documentation and guides
7. User feedback collection
8. Model training/tuning (if ML)
9. Analytics and monitoring
10. Deployment and launch

Test Cases (5 major, 5-6 test cases):

• Core functionality test
• Edge case handling
• Performance validation
• Integration testing
• User experience validation
• Security testing
• Scale testing
• Error handling
• Recovery scenarios
• Analytics verification

Severity: High - important feature
Expected Points: 500-600 GSSoC points

Suggested Labels

enhancement, features, GSSoC26