Architecture and Technical Specifications

System Architecture

• Modular Design: Microservices architecture for scalability and maintainability.

• Cloud Infrastructure: Leverage cloud platforms for flexible resource allocation.

• APIs: RESTful and WebSocket APIs for synchronous and asynchronous communication.

Model Training and Deployment

• Training Pipelines: Automated pipelines utilizing distributed computing.

• Continuous Integration/Continuous Deployment (CI/CD): For rapid iteration and deployment.

• Model Hosting: Optimized environments for model inference with low latency.

Security and Privacy Measures

• Data Encryption: In transit and at rest using industry-standard protocols.

• Authentication and Authorization: OAuth 2.0 and JWT for secure access.

• Compliance: Adherence to GDPR, CCPA, and other relevant regulations.