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Add comprehensive README.md
- Complete project overview and architecture - Technology stack and infrastructure details - Business model and market opportunity - Development setup instructions - Links to detailed documentation - Professional branding and presentation
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Damir Mukimov
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README.md
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# Turash: Industrial Symbiosis Platform
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[](LICENSE)
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[](https://golang.org/)
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[](https://postgresql.org/)
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[](https://neo4j.com/)
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**Turash guides businesses to optimal resource exchanges, navigating the complex landscape of industrial symbiosis and providing direction to sustainable profitability.**
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## 🌟 What is Turash?
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Turash is a B2B SaaS platform that digitizes industrial symbiosis by connecting businesses' waste streams with neighboring demand. We unlock €50B+ annual savings across European industrial ecosystems through intelligent resource matching.
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### The Problem
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European industries waste €500B annually on virgin resource procurement and waste disposal while emitting 1.2B tons of CO₂. Industrial symbiosis could reduce this by 20-50%, but fragmented analog processes prevent adoption.
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### The Solution
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A resource-matching engine that:
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- **Digitizes Resource Flows**: Captures heat, water, waste, and by-products with precision
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- **Optimizes Multi-Party Exchanges**: Uses graph algorithms for economically viable matches
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- **Drives Adoption**: Starts with "cheap-to-act" resources, builds trust through ROI
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## 🏗️ Architecture
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### Core Components
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- **Graph Database**: Neo4j for complex relationship traversals
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- **Relational Database**: PostgreSQL with PostGIS for spatial operations
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- **Backend**: Go 1.25+ with event-driven architecture
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- **Matching Engine**: Graph algorithms for multi-party optimization
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- **API**: RESTful with WebSocket real-time updates
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### Key Features
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- Privacy-tiered data visibility (public/network/private)
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- Automated ingestion from industrial data sources
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- Geographic clustering for higher match rates
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- Real-time market updates and notifications
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## 📊 Market Opportunity
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- **TAM**: €500B European industrial resource flows
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- **SAM**: €50B addressable through digital IS platforms
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- **SOM**: €2B first-mover advantage (€500M by year 3)
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## 🎯 Business Model
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- **Freemium**: See + Match for free (network effects driver)
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- **Subscription**: €50-500/facility/month based on engagement
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- **Transactions**: 10-20% commission on facilitated exchanges
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- **Municipal**: License fees for city dashboards (€50k-200k/year)
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## 🚀 Roadmap
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### MVP (Q1 2025)
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- Heat matching in 1 industrial park
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- Manual data entry, basic matching
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- Proof of concept validation
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### v1.0 (Q2 2025)
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- Multi-resource types (waste, water, materials)
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- Automated data ingestion
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- 10 cities, enterprise features
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### Scale (Q4 2025)
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- Full platform, international expansion
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- Advanced analytics and optimization
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## 📁 Repository Structure
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```
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├── concept/ # Platform specifications & research
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├── models/ # Go core algorithms & models
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├── funding/ # Funding applications & strategy
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├── dev_guides/ # Development documentation
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├── bugulma/ # Proof-of-concept implementation (separate repos)
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├── bugulma-scraper/ # Data collection tools (separate repos)
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└── docs/ # Additional documentation
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```
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## 🛠️ Technology Stack
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### Backend
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- **Language**: Go 1.25+
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- **Database**: PostgreSQL 13+ with PostGIS
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- **Graph DB**: Neo4j 5.0+
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- **Framework**: Gin (HTTP), Gorilla WebSocket
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- **ORM**: GORM with spatial extensions
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### Infrastructure
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- **Container**: Docker & Docker Compose
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- **Deployment**: Kubernetes-ready
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- **Monitoring**: Prometheus + Grafana
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- **CI/CD**: GitHub Actions
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## 📈 Key Metrics
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### Platform Goals (Year 1)
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- **Adoption**: 500 businesses, 50 cities
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- **Impact**: 500 GWh waste heat matched, €50M savings, 100k tons CO₂ avoided
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- **Performance**: 85% data completion, 60% match conversion, <2s response times
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### Success Metrics
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- Monthly active businesses
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- Resource exchange volume (€)
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- CO₂ emissions avoided (tons)
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- Customer acquisition cost
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- Monthly recurring revenue
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## 🤝 Contributing
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We welcome contributions! Please see our [contributing guidelines](CONTRIBUTING.md) for details.
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### Development Setup
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1. **Clone the repository**
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```bash
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git clone https://github.com/SamyRai/turash.git
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cd turash
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```
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2. **Review documentation**
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- Start with [concept/00_introduction.md](concept/00_introduction.md)
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- Check [mvp_concept.md](mvp_concept.md) for current scope
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3. **Run core models**
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```bash
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cd models
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go run .
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```
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## 📚 Documentation
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### Core Documentation
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- **[Platform Specification](concept/00_introduction.md)** - Complete technical overview
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- **[MVP Concept](mvp_concept.md)** - Current development focus
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- **[Mathematical Models](concept/MATHEMATICAL_MODEL.md)** - Algorithm specifications
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- **[Architecture](concept/29_technical_architecture_diagrams.md)** - System design
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### Business Documentation
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- **[Business Model](concept/monetisation/)** - Revenue streams and pricing
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- **[Go-to-Market](concept/monetisation/go-to-market.md)** - Market strategy
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- **[Competitive Analysis](concept/02_competitive_analysis.md)** - Market positioning
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### Technical Documentation
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- **[Go 1.25 Stack](concept/12_go_125_stack_backend_architecture.md)** - Backend architecture
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- **[Graph Database Integration](GRAPH_DATABASE_INTEGRATION.md)** - Neo4j implementation
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- **[PostGIS Integration](POSTGIS_INTEGRATION.md)** - Spatial operations
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## 🔗 Links
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- **Website**: [turash.com](https://turash.com) (planned)
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- **Documentation**: [docs.turash.com](https://docs.turash.com) (planned)
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- **Demo**: [demo.turash.com](https://demo.turash.com) (planned)
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## 📞 Contact
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- **Email**: contact@turash.com (planned)
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- **LinkedIn**: [Turash Platform](https://linkedin.com/company/turash)
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- **Twitter**: [@turash](https://twitter.com/turash)
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## 📄 License
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This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
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## 🙏 Acknowledgments
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Turash draws inspiration from Tatar cultural heritage, where "tura" (compass) has guided travelers for centuries. We honor this tradition by providing businesses with clear direction through the complex landscape of industrial symbiosis.
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---
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**Turash: Navigate Resource Exchanges** 🚀
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