Our Technology Stack
A look under the hood at the technologies powering AFRINAPSE.
Simplified Data Flow
Data flows from sensors/drones to AI processing, is then logged on the blockchain, and finally displayed on the farmer interface.
Key Components & Technologies
| Sensors Arduino, Raspberry Pi, LoRaWAN for collecting real-time data. | AI Models Python, TensorFlow, OpenCV for analyzing soil, pests, and predicting yields. | Drone Imaging DJI SDK + NDVI image processing for aerial insights. |
| Blockchain Ethereum/Polygon, Solidity, IPFS for secure and transparent data logging. | Smart Contracts Hardhat, Remix IDE for automated agreements. | Backend API Flask/FastAPI/Node.js for communication between systems. |
| Frontend UI React, Flutter, Mapbox for intuitive mobile and web applications. | Data Storage PostgreSQL, MongoDB for efficient data management. |
Our Development Process
Security & Data Integrity
We prioritize the security and integrity of our users’ data. By leveraging blockchain, we ensure that all records are immutable and tamper-proof
- Immutable data logging on the blockchain.
- Secure handling of sensitive data.
- Best practices like .env for keys and containerization (Docker).