Hello, I’m Coulbe! I’m passionate about data science, data engineering, and exploring the boundaries of knowledge discovery to create impactful solutions. My focus is Notfall Engineers, a next-generation platform designed to revolutionise emergency building maintenance for critical systems, including electricity, plumbing, gas, heating, HVAC, and more.
Through AI-driven predictive maintenance, blockchain-powered rewards, and scalable cloud platforms, I aim to build solutions that redefine efficiency and reliability in this industry. Let’s innovate together and drive meaningful change in the world of architecture for future-proof building services engineering, maintenance and facilities management services.
Explore the project and its details:
Notfall Data Flow Diagram Repository
This repository contains the interactive and expanded data flow diagram showcasing Notfall Engineers' cutting-edge features such as:
- Role-specific onboarding for Admins, Engineers, and Customers.
- AI-driven task matching and dispatch.
- Secure payment processing with blockchain integration.
- Scalable architecture for future-proof building services engineering, maintenance and facilities management.
- RAMS and SLAs Integration: Incorporating risk assessment, compliance checks, and SLAs for transparent service delivery.
- Live Updates: Real-time task updates, notifications, and data flow visualisation with WebSocket support.
Explore the repository:
Click here for more details
| Layer | Technology | Purpose |
|---|---|---|
| Backend | Node.js, Express.js | Scalable and fast server-side API |
| MongoDB | Flexible and scalable NoSQL database | |
| Frontend | React, Redux | User interface and state management |
| Tailwind CSS | Consistent and modern UI design | |
| Blockchain | Ethereum, Solidity | Secure smart contracts for Notcoin rewards |
| Real-Time | WebSockets | Live updates for tasks and notifications |
| Compliance | RAMS, SLAs | Ensure safety and service transparency |
| DevOps | GitHub Actions, Kubernetes, Docker | CI/CD pipelines and container orchestration |
At Notfall Engineers, we aim to:
- Revolutionise emergency maintenance services globally.
- Empower contributors and engineers with equitable rewards through blockchain technology.
- Ensure compliance and transparency through RAMS and SLA-driven processes.
- Create a sustainable ecosystem driven by innovation and real-time efficiency.
- Competitor Landscape: Established platforms dominate the on-demand service space, requiring a strong unique value proposition (UVP) to stand out.
- Market Penetration: Educating property managers, engineers, and customers about the benefits of AI and blockchain solutions.
- Engineer Availability: Ensuring enough skilled engineers across all regions, especially in underserved areas.
- Task Matching Accuracy: Real-time matching algorithms must be highly reliable to maintain trust.
- Scalability: Handling large volumes of real-time interactions without performance degradation.
- Blockchain Gas Fees: High Ethereum transaction fees can impact Notcoin micropayments.
- Initial Costs: High development costs for AI, blockchain, and real-time features.
- Monetisation: Balancing profitability with affordability for users.
- Education and Training: Helping users understand blockchain wallets and predictive maintenance tools.
- Retention: Keeping engineers and customers engaged long-term.
- Live Updates with WebSocket Integration:
- Real-time updates for task assignments, notifications, and engineer responses.
- Visualised through dynamic data flow diagrams with Plotly and WebSockets.
- RAMS and SLA Features:
- Full integration of risk assessments, compliance checks, and service-level agreements for transparency and safety.