Veribee

# 🐝 VeriBee

VeriBee is a decentralized platform that bridges the gap between researchers and real participants — ensuring verified data, real insights, and fair rewards for all.

We are building the future of research participation using blockchain, smart contracts, and AI.

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Live Link : https://veri-bee.vercel.app/

## 📄 Smart Contract

Address:

0x115b749F040bE10E8Dc777848C5F46cf1975945E

Explorer Link: [View on Pharosscan](https://pharosscan.xyz/address/0x115b749F040bE10E8Dc777848C5F46cf1975945E)

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## 🚀 Features

- ✅ Verified form submissions: AI-driven spam & scam detection

- 🔗 Web3 login: Supports wallet and social logins

- 🧪 Researcher Dashboard: Customizable notifications & study management (subscription-based)

- 🎯 Participant Portal: Discover research opportunities & earn mini-tokens

- 🔍 Fraud detection: Multi-model checks (bonus for subscribers)

- 📊 AI Analysis: Post-research insights for premium users

- 💰 Incentivized participation: Real rewards, no more paper forms

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## 🧠 Tech Stack

| Layer | Tech / Tools |

|---------------------|----------------------------------------------------------|

| 🌐 Frontend | React.js + Next.js + TailwindCSS + Framer Motion |

| 🔐 Auth & Identity | MetaMask, Social Logins |

| 📦 Backend | Node.js + Express |

| ⚙ Smart Contracts| Solidity |

| 📉 AI Filters | Python ML models for spam/scam detection |

| ☁ Infrastructure | IPFS + REST API |

| 🛠 Dev Tools | Hardhat, Ethers.js, Alchemy, Postman, GitHub |

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## 📚 How It Works

1. Researchers post study forms on VeriBee 🧪

2. Participants get notified (subscription-based) 📬

3. Participants fill the forms & earn mini-tokens 🎁

4. AI filters clean responses for spam & low-quality data 🧠

5. Researchers access verified data & optional AI-driven insights 📊

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## 🌍 Join the Hive

We’re redefining research — one verified form at a time.

Say goodbye to spam, wasted forms, and fake responses.

Say hello to transparent, community-driven, decentralized research. 🐝💛

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## 🤝 Contributing

Pull requests are welcome! For major changes, please open an issue first to discuss what you would like to change.

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