Missile Launch Verification Bot

This project aims to develop an automated system to identify and verify real vs fake missile launches on Twitter in real-time to combat the spread of misinformation.

Table of Contents

• Requirements
• Development Process
• Risk Assessment
• Architecture
• Front-End
• Back-End
• Database Schema
• API Layer
• Performance Metrics
• Development Timeline
• Risk Mitigation
• Budget & Resources

Requirements

• Real-time Twitter Monitoring
• Data Analysis & Preprocessing
• Model Specifications
• Performance Metrics

Development Process

• Phase 1: Real-time Monitoring
• Phase 2: Data Analysis
• Phase 3: Model Implementation
• Phase 4: Bot Deployment

Risk Assessment

• Ethical Risks
• Technical Risks

Architecture

• Tech Stack
• Front-End
• Back-End
• Database Schema
• API Layer

Front-End

• Languages/Frameworks
• Features

Back-End

• Real-Time Twitter Monitoring
• Data Preprocessing
• Machine Learning Models
• Decision Making Logic

Database Schema

• Tables

API Layer

• Tech
• Endpoints

Performance Metrics

• Logging
• Monitoring

Development Timeline

• Sprints
• Version Control

Risk Mitigation

• Code Reviews
• Testing
• CI/CD Pipeline

Budget & Resources

• AWS EC2 instances for backend processing
• AWS S3 for data storage
• Cloud-based GPUs for model training

Installation & Setup

Refer to the individual README files in the frontend and backend directories for instructions on how to set up and run the application.

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

License

MIT