Autonomous P2P Loan Optimization Agent
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Table of Contents

1. About The Project
   • Built With
2. Setup
   • Backtesting
   • Frontend
3. Roadmap

About The Project

Cascade is an autonomous Peer-to-Peer (P2P) Loan Optimization Agent. It automates the process of purchasing loans on Prosper through its API. Cascade uses linear programming combined with machine learning to optimize a portfolio of loans, hands-free.

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Built With

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Setup

Backtesting

1. Install all dependencies
2. Get Prosper Data
3. Navigate to /cascade/supabase/functions/backtest
4. Run deno run --allow-all index.ts to start backtesting script

Frontend

1. Install all dependencies
2. Navigate to /cascade/cascade
3. Run npm run dev

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Roadmap

• Backtesting over historical data
  • Analysis of performance
    • [ ]
• Automatic orders
• Frontend
  • User management
  • Dashboard
  • Settings
  • History

See the open issues for a full list of proposed features (and known issues).

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