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feat: Savings opportunity detection engine#701

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shaidshark wants to merge 1 commit intorohitdash08:mainfrom
shaidshark:feat/savings-opportunity-detection
Open

feat: Savings opportunity detection engine#701
shaidshark wants to merge 1 commit intorohitdash08:mainfrom
shaidshark:feat/savings-opportunity-detection

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Summary

This PR implements a savings opportunity detection engine that analyzes user spending patterns and identifies areas where users can reduce expenses.

Features

  • GET /savings-opportunities endpoint
  • Detects increasing spending trends
  • Identifies high-frequency expenses
  • Detects potential subscriptions
  • Flags spending spikes
  • Confidence scores for recommendations

Tests

Comprehensive test suite included.

Documentation

OpenAPI and README updated.

Fixes #119

- Add GET /savings-opportunities endpoint to analyze spending patterns
- Detect increasing trends in category spending
- Identify high-frequency expenses
- Detect potential subscriptions
- Flag unusual spending spikes
- Include confidence scores for recommendations
- Add comprehensive test suite
- Update OpenAPI documentation
- Update README with feature documentation

Fixes rohitdash08#119
@shaidshark shaidshark requested a review from rohitdash08 as a code owner April 2, 2026 17:17
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Savings opportunity detection engine

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