C4GT Community: Basic Details of Ashwin

[ashwinkothavade]

Ticket Contents

Description

• Name: Ashwin
• GitHub Username: https://github.com/ashwinkothavade
• LinkedIn Profile: https://www.linkedin.com/in/ashwin-kothavade-696a21257/
• College/University: IIIT Jabalpur

Goals

Project Goals

Medical Data Management

• Create a centralized platform for medical data collection and analysis
• Support various medical data formats (CSV, JSON, Excel)
• Implement secure data storage and access controls
• Enable real-time data synchronization

AI-Powered Analytics

• Provide natural language processing capabilities for queries
• Implement predictive analytics for care
• Enable anomaly detection in data patterns
• Generate automated reports and insights

User Experience

• Create an intuitive interface for professionals
• Enable drag-and-drop dashboard creation
• Provide customizable visualization options
• Support mobile-responsive design

Security and Compliance

• Implement role-based access control (RBAC)
• Implement secure authentication and authorization
• Protect privacy and data integrity

Scalability and Performance

• Design for handling large datasets
• Implement efficient data processing algorithms
• Support real-time data updates
• Ensure fast response times for critical operations

Implementation Details

Implementation Details

Architecture

• Microservices-based architecture for scalability
• Separate services for data processing, AI, and frontend
• RESTful API design for backend services
• WebSocket implementation for real-time updates

Data Flow

1. Data Ingestion

   • Multiple data source connectors
   • Automated data validation
   • Error handling and logging

2. Data Processing

   • Real-time data transformation
   • Batch processing for historical data
   • Data quality checks

3. AI/ML Pipeline

   • NLP model for medical queries
   • Anomaly detection algorithms
   • Forecasting models
   • Automated report generation

4. Frontend Integration

   • React-based component architecture
   • State management with Redux
   • Responsive UI components
   • Real-time update handling

Security Implementation

1. Authentication

   • JWT-based token system
   • Password hashing with bcrypt
   • Session management

2. Authorization

   • Role-based access control
   • Permission management
   • Audit logging

3. Data Protection

   • End-to-end encryption
   • Regular backups
   • Data validation
   • Input sanitization

Performance Optimization

1. Database

   • Index optimization
   • Query optimization
   • Caching strategy

2. API

   • Rate limiting
   • Request validation
   • Response compression
   • Error handling

3. Frontend

   • Code splitting
   • Lazy loading
   • Performance monitoring
   • Resource optimization

Tech Stack

• Frontend: React, Chart.js/Plotly
• Backend: Node.js (Express), Python (FastAPI)
• AI/NLP: OpenAI API, Prophet, scikit-learn
• Database: MongoDB
• Authentication: JWT
• File Handling: Multer

Product Name

C4GT

Organisation Name

C4GT

Tech Skills Needed

Markdown

Mentor(s)

@tanishk2907

Complexity

Beginner

Category

Documentation