Skip to content

TheRakshitRaj/DeFi_Project

Repository files navigation

✨ Key Features

📊 Strategy Based On:

  • Market volatility
  • Price trends
  • Historical performance

💰 Vault Mechanics

  • Deposit ETH into the vault
  • Automated covered call writing strategy
  • Earn yield via option premiums
  • Withdraw funds anytime

🤖 AI Strategy Engine

  • ML model predicts optimal strike prices
  • Adjusts strategy based on volatility
  • Enhances risk-adjusted returns
  • Dynamic vs static vault behavior

🔗 Oracle Integration

  • Real-time ETH price feeds using Chainlink
  • Ensures accurate and tamper-proof data

📊 Interactive Dashboard (React)

  • Live APY tracking
  • Profit/Loss visualization
  • Strategy adjustment insights
  • AI-generated recommendations
  • Deposit / Withdraw interface

🧪 Options Lifecycle Simulation

  • Option creation (covered calls)
  • Premium collection
  • Expiry handling
  • Settlement logic
  • Fully simulated on Hardhat local blockchain

📈 Backtesting Module

  • Simulates historical strategies
  • Compares performance across conditions
  • Evaluates risk vs return
  • Helps validate AI decisions

🛠️ Tech Stack

🧩 Blockchain & Smart Contracts

  • Solidity
  • Hardhat
  • Ethereum (local testnet)

🎨 Frontend

  • React.js
  • Tailwind CSS
  • Framer Motion

🤖 AI / Backend

  • Python
  • Machine Learning models
  • Data analysis (historical + live feeds)

🔗 Oracles

  • Chainlink Price Feeds

🧱 Architecture

  • User → React Dashboard
  • React Dashboard → Smart Contracts (Vault)
  • Smart Contracts → Chainlink Price Feeds
  • Chainlink → AI Strategy Engine (Python)
  • AI Engine → Dynamic Parameter Adjustments

⚙️ Installation & Setup

  1. Clone the Repository
git clone https://github.com/your-username/defi-option-vault.git
cd defi-option-vault
  1. Install Dependencies

Frontend:

cd frontend
npm install

Smart Contracts:

cd contracts
npm install

AI Module:

cd ai-engine
pip install -r requirements.txt
  1. Run Local Blockchain
npx hardhat node

🚨 Why your previous version broke

Your text became a paragraph because:

  • No - or 1. before items
  • Everything written on same line
  • Missing line breaks

About

An intelligent decentralized finance (DeFi) vault that generates passive income through automated covered call strategies, enhanced with AI-based strike price optimization and real-time Chainlink data.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors