FundOracle: Invest with AI

## Overview
This app uses advanced machine learning technology to predict fund prices and identify investment opportunities. The core functionality revolves around a predictive algorithm that forecasts fund prices 5 days into the future, helping users make informed investment decisions.

## How It Works

### Price Prediction
- A state-of-the-art machine learning algorithm analyzes each fund to predict its future average price 5 days ahead
- The system utilizes historical data spanning 20 years and employs neural networks specifically trained for each fund
- The algorithm has demonstrated high accuracy, with predictions typically within 1% of actual prices 95% of the time

### Value Metric
The app generates a normalized metric (0-100%) to evaluate fund pricing:
- Lower percentages (closer to 0%) indicate the fund is underpriced, suggesting potential buying opportunities
- Higher percentages (closer to 100%) indicate the fund is overpriced, suggesting potential selling opportunities

## Trading Guidance

### Buy Opportunities
When the Value Metric indicates a fund is underpriced, users may consider it a potential buying opportunity.

### Sell Recommendations
Users can consider selling their positions based on several factors:
1. Achievement of desired profit targets
2. Value Metric showing "Overpriced" status
3. Price falling below purchase point (for risk-averse investors)
4. Any other personal investment criteria

*Note: All recommendations are for educational purposes only. Users should consult financial advisors for professional guidance.*

## Features

### Notifications
- The app provides real-time notifications for buy/sell opportunities
- Users must enable notifications in their device settings to receive alerts

### Fund Access
- Basic version includes access to selected funds
- Premium subscription ("Pro" version) unlocks access to all funds
- Users can upgrade through the "Unlock Pro" button in the app

## Validation & Testing
- The algorithm has been extensively backtested using data from recent years
- Each fund has its own dedicated neural network
- Users can verify algorithm effectiveness by reviewing past two months of buy/sell signals for each fund
- Historical data shows the algorithm successfully identifies local price minima and maxima

## Important Disclaimer
This app provides educational tools and insights for investment decision-making. A