tsi1221/TaskChain

TaskChain is a decentralized platform that enables anyone to contribute to data labeling and microtasks while earning crypto rewards. Built for research, machine learning, and student collaboration (with a focus on Ethiopia/INSA), TaskChain provides a secure, transparent, and scalable way to gather high-quality datasets. # TaskChain TaskChain is a decentralized platform that enables anyone to contribute to data labeling and microtasks while earning crypto rewards. Built for research, machine learning, and student collaboration (with a focus on Ethiopia/INSA), TaskChain provides a secure, transparent, and scalable way to gather high-quality datasets. 🚀 Title: TaskChain – Decentralized Crowdsourced Data Labeling Platform 🔑 Problem: Machine learning teams struggle to access clean, labeled data. Microtask contributors often face slow or unfair payment systems. Centralized platforms lack transparency and security. 💡 Solution: TaskChain combines Web3 + SaaS to create a fair crowdsourcing platform where: Users can perform microtasks (like labeling images or text). Secure file uploads are handled via AWS S3 & pre-signed URLs. Payments are instant and verifiable using Solana blockchain. Trust is ensured with decentralized transaction verification. ⚙️ Features: 📝 Task creation and worker management 🔒 Secure file uploads 💰 Blockchain-based payments (Solana) 👤 JWT authentication & role-based access 📊 Labeled dataset support for ML models 🌍 Open for global participation 🌐 Deployment & DevOps: Docker – containerized frontend & backend Kubernetes – scalable deployments with services and ingress Nginx – reverse proxy & load balancing with HTTPS CI/CD Ready – deployable via container registry to K8s clusters 📈 Impact: Provides affordable, reliable datasets for ML/AI research. Creates new earning opportunities for students and freelancers. Promotes adoption of blockchain-based micropayments in Ethiopia and beyond. ⚡ Tech Stack: React · Node.js · Solana · Web3.js · AWS S3 · Docker · Kubernetes · Nginx