Implement Predictive Analytics Engine for Financial Goals

[Dbansal06]

Description
The current goal-tracking system allows users to set static targets but does not provide insights into their financial trajectory. To enhance the utility of the Goals module, I propose adding a predictive analytics engine that forecasts goal completion dates based on historical transaction data.

Proposed Changes

• Velocity Calculation Logic: Implementation of an algorithm to determine the average monthly savings rate by analyzing the transactions ledger in localStorage.
• Forecasting Engine: A new service layer (goals-engine.js) that calculates the time-to-completion for each active goal.
• Dynamic UI Integration: Non-invasive injection of "Estimated Completion" dates into the existing goal cards to provide users with actionable financial timelines.

Impact

• Connects the transaction history with future financial targets.
• Provides users with a realistic roadmap for their savings goals.
• Enhances the analytical depth of the application without modifying core ledger logic.

[github-actions]

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[github-actions]

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[github-actions]

⚠️ Inactivity Warning

  @Dbansal06, this issue has been inactive for **15 hours**.

  Please provide an update within the next **15 hours**, or you may be **automatically unassigned**.

[github-actions]

⚠️ Inactivity Warning

  @Dbansal06, this issue has been inactive for **15 hours**.

  Please provide an update within the next **15 hours**, or you may be **automatically unassigned**.