Combat Ocean Plastic Pollution with Artificial Intelligence
Of plastic enter our oceans every year, threatening marine ecosystems and wildlife
Most people don't understand their personal plastic footprint or how to reduce it effectively
An AI-powered platform that makes ocean conservation accessible, actionable, and impactful through cutting-edge technology
Built with modern, production-ready technologies
Real-time image classification with confidence scoring
Natural language processing for conversational AI
Context-aware recommendations and insights
Responsive design for all devices
Smooth animations and transitions
Intuitive navigation and accessibility
API Integration Complexity: Managing multiple AI services with rate limits and error handling required careful architecture planning
Real-time Data Visualization: Rendering interactive maps with thousands of pollution data points while maintaining performance
AI Response Accuracy: Fine-tuning prompts to provide accurate environmental impact assessments
Advanced API Orchestration: Learned to manage complex async workflows with TanStack Query and error boundaries
Geospatial Visualization: Mastered Mapbox GL JS for interactive mapping and layer management
Prompt Engineering: Developed expertise in crafting effective AI prompts for environmental analysis
Each feature tackles a specific barrier to ocean conservation: awareness (classifier & explorer), understanding (calculator), action (alternative finder), connection (map), and ongoing support (AI assistant)
By showing users their exact plastic footprint in terms of kg/year and sea animals affected, we create emotional connection and motivation for sustainable choices
Web-based platform means global accessibility with no barriers to entry - anyone with internet can start reducing their ocean impact immediately
Every action counts. Every user matters. Every ocean saved starts here.
Community Features: User-submitted debris photos to crowdsource pollution data and create heat maps of local problem areas
Gamification: Achievement system and leaderboards to encourage sustained engagement and friendly competition in plastic reduction
Mobile App: Native iOS/Android apps with offline capabilities for beach cleanup events and real-time debris logging
Partnership Integration: Connect with local recycling centers, cleanup organizations, and sustainable brands for direct action
Advanced Analytics: Machine learning models to predict pollution trends and recommend targeted interventions
Together, we can protect our oceans
OceanGuardian AI
AI-Powered Ocean Conservation Platform