Devra - Decentralized Data Marketplace

A trustless, AI-verified marketplace for trading datasets as NFTs on Polkadot's Westend Asset Hub

📋 Table of Contents

Overview
Architecture
Tech Stack
Project Structure
Getting Started
Smart Contracts
Backend Services
Frontend Application
AI Verification
Deployment
Contributing

🌟 Overview

Devra revolutionizes data trading by combining blockchain technology, AI verification, and decentralized storage to create a transparent marketplace where:

Datasets are NFTs: Immutable ownership proof on Polkadot
AI Quality Assurance: Automated verification before minting
Encrypted Storage: IPFS-based decentralized storage with encryption
Trustless Trading: Smart contract-powered peer-to-peer transactions
Fair Pricing: Dynamic marketplace with transparent price discovery

Key Features

✨ NFT-Based Ownership - Every dataset is an ERC-721 token
🤖 AI Verification - Quality scoring and authenticity checks
🔒 End-to-End Encryption - RSA encryption before IPFS upload
💎 Integrated Marketplace - List, buy, and cancel listings on-chain
📊 Multi-Format Support - CSV, JSON, ZIP, Parquet, Excel
🎨 Modern UI/UX - Cyberpunk-inspired, responsive design

🏗️ Architecture

┌─────────────────────────────────────────────────────────────┐
│                        Frontend (Next.js)                    │
│  • React 19 + Server Components                             │
│  • Wagmi v2 + Viem (Web3)                                   │
│  • Framer Motion (Animations)                               │
│  • Tailwind CSS v4                                          │
└────────────────┬────────────────────────────────────────────┘
                 │
                 │ RPC Calls (Viem)
                 │
┌────────────────▼────────────────────────────────────────────┐
│              Smart Contract (Solidity 0.8.28)               │
│  ┌──────────────────────────────────────────────────────┐   │
│  │  DatasetNFT.sol                                      │   │
│  │  • ERC-721 Implementation                            │   │
│  │  • mint(cid, score)                                  │   │
│  │  • list(tokenId, price)                              │   │
│  │  • buy(tokenId)                                      │   │
│  │  • cancelListing(tokenId)                            │   │
│  └──────────────────────────────────────────────────────┘   │
│                  Deployed on Westend Asset Hub              │
└────────────────┬────────────────────────────────────────────┘
                 │
                 │ Events & Queries
                 │
┌────────────────▼────────────────────────────────────────────┐
│                  Backend (NestJS + Python)                   │
│  ┌─────────────────────┐       ┌─────────────────────┐      │
│  │  NestJS API Server  │       │  AI Verifier (FastAPI)│     │
│  │  • Upload Handler   │◄─────►│  • Quality Analysis  │      │
│  │  • Encryption Svc   │       │  • Fraud Detection   │      │
│  │  • IPFS Integration │       │  • Scoring Engine    │      │
│  │  • BullMQ Jobs      │       │  • ML Models         │      │
│  └──────────┬──────────┘       └─────────────────────┘      │
│             │                                                │
│  ┌──────────▼──────────┐       ┌─────────────────────┐      │
│  │   PostgreSQL        │       │   Redis (BullMQ)    │      │
│  │   (Prisma ORM)      │       │   (Job Queue)       │      │
│  └─────────────────────┘       └─────────────────────┘      │
└────────────────┬────────────────────────────────────────────┘
                 │
                 │ Upload Encrypted Data
                 │
┌────────────────▼────────────────────────────────────────────┐
│                     IPFS (Decentralized Storage)             │
│  • Content-Addressed Storage (CIDs)                         │
│  • Encrypted Dataset Files                                  │
│  • Metadata & Verification Reports                          │
└─────────────────────────────────────────────────────────────┘

Data Flow

Upload Flow

User → Frontend → Backend → AI Verifier → Encryption → IPFS → Get CID
                                                                 ↓
User ← Frontend ← Smart Contract ← Mint NFT ← Return CID ←─────┘

Purchase Flow

Buyer → Frontend → Smart Contract.buy() → Transfer Funds → Transfer NFT
                       ↓
Buyer ← IPFS ← Decrypt ← Access Grant ← Event Listener

Listing Flow

Owner → Frontend → Smart Contract.list() → Set Price → Emit ListingCreated

🛠️ Tech Stack

Frontend

Technology	Version	Purpose
Next.js	15.5.5	React framework with App Router
React	19.1.0	UI library with Server Components
TypeScript	5.x	Type-safe development
Tailwind CSS	4.0	Utility-first styling
Wagmi	2.19.2	React hooks for Ethereum
Viem	2.38.6	TypeScript Ethereum library
Framer Motion	12.23.24	Animation library
TanStack Query	5.90.7	Data fetching & caching
Lucide React	0.545.0	Icon library

Backend (NestJS)

Technology	Version	Purpose
NestJS	11.0.1	Node.js framework
Prisma	6.17.1	ORM for PostgreSQL
BullMQ	5.61.0	Job queue with Redis
PostgreSQL	8.x	Relational database
Redis	IORedis 5.8.1	In-memory cache & queue
Axios	1.12.2	HTTP client

AI Verification (Python)

Technology	Version	Purpose
FastAPI	Latest	High-performance API framework
PyTorch	Latest	Deep learning framework
Transformers	Latest	NLP models (BERT, DistilBERT)
Sentence-Transformers	Latest	Semantic similarity
Pandas	Latest	Data analysis
Scikit-learn	Latest	ML utilities
Pillow	Latest	Image processing

Blockchain

Technology	Version	Purpose
Solidity	0.8.28	Smart contract language
Polkadot	Asset Hub	EVM-compatible blockchain
IPFS	HTTP Client	Decentralized storage
Ethers.js	6.15.0	Ethereum library (scripts)

📁 Project Structure

Devra/
├── devra-frontend/           # Next.js 15 Frontend
│   ├── app/
│   │   ├── components/       # Reusable UI components
│   │   │   ├── Hero.tsx
│   │   │   ├── Navbar.tsx
│   │   │   ├── Footer.tsx
│   │   │   └── About.tsx
│   │   ├── animations/       # Framer Motion animations
│   │   ├── connect/          # Wallet connection page
│   │   ├── marketplace/      # Dataset marketplace
│   │   ├── datasets/         # User datasets management
│   │   ├── dashboard/        # User dashboard
│   │   └── providers.tsx     # Wagmi & React Query setup
│   ├── lib/
│   │   ├── wagmi.ts          # Web3 configuration
│   │   └── contracts/        # Contract interaction hooks
│   │       ├── useDataset.ts # NFT contract hooks
│   │       └── DatasetNFT.ts # Contract ABI & config
│   ├── hooks/
│   │   ├── useWallet.ts      # Wallet connection hook
│   │   └── useContract.ts    # Generic contract hook
│   └── package.json
│
├── devra-backend/            # NestJS Backend
│   ├── src/
│   │   ├── modules/
│   │   │   ├── upload/       # File upload handling
│   │   │   ├── encryption/   # RSA encryption service
│   │   │   ├── verification/ # AI verification integration
│   │   │   ├── crust/        # IPFS/Crust integration
│   │   │   └── prisma/       # Database service
│   │   ├── common/
│   │   │   └── config/       # Redis & Vault config
│   │   └── main.ts
│   ├── prisma/
│   │   └── schema.prisma     # Database schema
│   └── package.json
│
├── devra-ai_verifier/        # Python AI Service
│   ├── main.py               # FastAPI application
│   ├── requirements.txt      # Python dependencies
│   └── Procfile              # Deployment config
│
├── devra-contracts/          # Solidity Smart Contracts
│   ├── contracts/
│   │   └── DatasetNFT.sol    # Main NFT contract
│   ├── scripts/              # Deployment scripts
│   │   ├── deploy_with_ethers.ts
│   │   └── deploy_with_web3.ts
│   └── tests/                # Contract tests
│
└── README.md                 # This file

🚀 Getting Started

Prerequisites

Node.js 20.x or higher
npm or yarn
Python 3.10+
PostgreSQL 14+
Redis 7+
MetaMask or Talisman wallet

Installation

1. Clone the Repository

git clone https://github.com/Nebulaz7/Devra.git
cd Devra

2. Frontend Setup

cd devra-frontend
npm install
cp .env.example .env.local
# Configure your environment variables
npm run dev
# Open http://localhost:3000

Environment Variables (.env.local)

NEXT_PUBLIC_CONTRACT_ADDRESS=0x25e485fc5492ce1c65cfd438de6d64eb62335cd7
NEXT_PUBLIC_CHAIN_ID=420420421
NEXT_PUBLIC_BACKEND_URL=http://localhost:3000

3. Backend Setup

cd devra-backend
npm install
cp .env.example .env
# Configure database and Redis
npx prisma migrate dev
npm run start:dev
# Backend runs on http://localhost:3000

Environment Variables (.env)

DATABASE_URL="postgresql://user:password@localhost:5432/devra"
REDIS_HOST=localhost
REDIS_PORT=6379
AI_VERIFIER_URL=http://localhost:5000/
IPFS_GATEWAY=https://ipfs.io

4. AI Verifier Setup

cd devra-ai_verifier
python -m venv venv
source venv/bin/activate  # Windows: venv\Scripts\activate
pip install -r requirements.txt
uvicorn main:app --reload --port 5000
# AI service runs on http://localhost:5000/

5. Database Migration

cd devra-backend
npx prisma migrate dev --name init
npx prisma generate

📜 Smart Contracts

DatasetNFT.sol

Deployed Address: 0x25e485fc5492ce1c65cfd438de6d64eb62335cd7
Network: Westend Asset Hub (Chain ID: 420420421)
Explorer: Blockscout

Core Functions

// Mint a new dataset NFT
function mint(bytes32 cid, uint8 score) external returns (uint256)

// List dataset for sale
function list(uint256 tokenId, uint96 price) external

// Purchase a listed dataset
function buy(uint256 tokenId) external payable

// Cancel listing
function cancelListing(uint256 tokenId) external

// Get dataset info
function datasetInfo(uint256 tokenId) external view returns (Data memory)

Events

event Transfer(address indexed from, address indexed to, uint256 indexed tokenId)
event ListingCreated(uint256 indexed tokenId, uint96 price)
event ListingCancelled(uint256 indexed tokenId)
event Sold(uint256 indexed tokenId, address indexed buyer, uint96 price)

Deployment

cd devra-contracts
npm install
# Deploy using Remix IDE or:
npx hardhat run scripts/deploy_with_ethers.ts --network westend

🔧 Backend Services

Upload Service

Handles multipart file uploads with validation.

@Post('upload')
@UseInterceptors(FileInterceptor('file'))
async uploadDataset(
  @UploadedFile() file: Express.Multer.File,
  @Body() dto: CreateDatasetDto
) {
  // 1. Validate file
  // 2. Send to AI verifier
  // 3. Encrypt file
  // 4. Upload to IPFS
  // 5. Return CID
}

Encryption Service

RSA-based encryption for dataset security.

async encryptFile(buffer: Buffer, publicKey: string): Promise<Buffer> {
  // AES-256-GCM encryption with RSA-wrapped keys
}

Queue Service (BullMQ)

Background job processing for uploads.

@Process('upload-dataset')
async processUpload(job: Job) {
  // 1. Verify with AI
  // 2. Encrypt data
  // 3. Upload to IPFS
  // 4. Update database
}

🎨 Frontend Application

Wallet Integration

// lib/wagmi.ts
import { createConfig, http } from "wagmi";
import { westendAssetHub } from "./chains";
import { metaMask } from "@wagmi/connectors";

export const config = createConfig({
  chains: [westendAssetHub],
  connectors: [metaMask()],
  transports: {
    [westendAssetHub.id]: http(),
  },
});

Contract Interaction Hooks

// lib/contracts/useDataset.ts
export function useMintDataset() {
  const { writeContractAsync } = useWriteContract();

  const mint = async (cid: string) => {
    const hash = await writeContractAsync({
      address: CONTRACT_ADDRESS,
      abi: DatasetNFTABI,
      functionName: "mint",
      args: [cid, 85], // CID and quality score
    });
    return hash;
  };

  return { mint };
}

Components

Hero.tsx - Landing page hero section with 3D animations
Navbar.tsx - Navigation with wallet connection
Marketplace.tsx - Dataset browsing and purchasing
Datasets.tsx - User's owned datasets management
MintDatasetModal.tsx - Multi-step minting workflow

🤖 AI Verification

Verification Pipeline

@app.post("/verify")
async def verify_dataset(file: UploadFile):
    # 1. Extract and parse data
    data = extract_data(file)

    # 2. Quality metrics
    completeness = calculate_completeness(data)
    consistency = check_consistency(data)

    # 3. Fraud detection
    duplicates = detect_duplicates(data)
    anomalies = find_anomalies(data)

    # 4. AI scoring
    score = ml_quality_score(data)

    return {
        "score": score,
        "quality_metrics": {...},
        "fraud_indicators": {...}
    }

Supported Models

BERT - Text quality analysis
DistilBERT - Fast text classification
ResNet18 - Image dataset verification
Sentence-BERT - Semantic similarity

🌐 Deployment

Frontend (Vercel)

cd devra-frontend
vercel deploy --prod

Build Configuration:

{
  "buildCommand": "npm run build",
  "outputDirectory": ".next",
  "framework": "nextjs"
}

Backend (Railway/Heroku)

cd devra-backend
# Set environment variables
railway up

AI Verifier (Render)

# render.yaml
services:
  - type: web
    name: devra-ai-verifier
    env: python
    buildCommand: pip install -r requirements.txt
    startCommand: uvicorn main:app --host 0.0.0.0 --port $PORT

Database (PostgreSQL)

Use managed services:

Supabase (Recommended)
Railway
Render

🧪 Testing

Frontend Tests

cd devra-frontend
npm run test

Backend Tests

cd devra-backend
npm run test
npm run test:e2e

Contract Tests

cd devra-contracts
npm run test

🤝 Contributing

We welcome contributions! Please follow these steps:

Fork the repository
Create a feature branch (git checkout -b feature/amazing-feature)
Commit your changes (git commit -m 'Add amazing feature')
Push to the branch (git push origin feature/amazing-feature)
Open a Pull Request

Code Style

Frontend: ESLint + Prettier
Backend: NestJS style guide
Contracts: Solidity style guide

🔗 Links

Live Demo: https://devra.vercel.app
Contract Explorer: View on Blockscout

Built with ❤️ by the Devra Team
Making data trading fair, transparent, and decentralized

Name		Name	Last commit message	Last commit date
Latest commit History 202 Commits
devra-ai_verifier		devra-ai_verifier
devra-backend		devra-backend
devra-contracts		devra-contracts
devra-frontend		devra-frontend
Backend-Guide.md		Backend-Guide.md
README.md		README.md

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