Marine Risk Intelligence is a smart analytics platform designed to monitor, analyze, and understand ocean-related hazards by combining environmental data with insights from social media.
The goal is simple: better awareness, faster response, and safer coastlines.
Coastal and marine hazards such as cyclones, storm surges, high tides, and abnormal sea conditions often escalate due to delayed or incomplete information.
At the same time, people actively share ground-level updates on social media during such events.
Marine Risk Intelligence bridges this gap by:
- Analyzing structured ocean/environmental data
- Extracting useful signals from social media activity
- Converting raw data into meaningful risk insights
- Faster and precise location detection for rescue teams and government officials/teams to operate
-
📊 Marine & Coastal Risk Analysis
Processes data related to ocean conditions and potential hazards. -
🌐 Social Media Signal Monitoring
Identifies relevant posts, trends, or alerts related to marine disasters. -
⚠️ Early Risk Awareness
Helps detect unusual patterns that may indicate emerging threats. -
📈 Visual Insights (Prototype Stage)
Displays analyzed data in a simplified and understandable form.
- Backend: Python
- Data Handling: APIs, Node, CSV / JSON datasets
- Analytics: Data processing & basic ML models for social media anaylsis
- Frontend: HTML, React, Vite, TypeScript, Tailwind CSS
- Version Control: Git & GitHub
Marine Risk Intelligence — turning data into coastal safety.