TASK: Develop API Layer for Dynamic Data Retrieval and AI Insights

[mvadodariya]

Describe the task
Create a modular and scalable API service that acts as the backend engine for the AI-enabled dashboard in MEDPlat. This service should be capable of:

• Fetching and aggregating data from various sources: MEDPlat DB, external APIs, and static CSV uploads.
• Supporting real-time and batch data ingestion modes.
• Applying AI models for anomaly detection, trend analysis, and predictive insights.
• Exposing endpoints to deliver both raw and processed insights to the frontend in a standardized format (JSON).
• Enforcing role-based access to ensure data is delivered based on user permissions.
• Logging user queries and analytics activity for monitoring and future recommendations.

Additional context
This module should be designed with extensibility in mind to allow easy integration of new data sources or AI models in the future.

[santhosh-7777]

@mvadodariya i would like to work on this issue?

[devaanshSingh]

@santhosh-7777
I have assigned this issue to you.
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