An AI-powered logistics optimization tool that intelligently determines the most efficient cross-border shipping routes by leveraging multiple transport modes—air, sea, land, or hybrid combinations—while optimizing for critical constraints like cost, transit time, regulatory feasibility, and carbon footprint.
- ✅ AI-powered Route Optimization using A star Algorithm with dynamic heuristics
- ✅ Multi-Modal Transport Support (Air, Sea, Land & Hybrid combinations)
- ✅ Optimized for Cost 💰, Time ⏳ & CO₂ Footprint 🌍
- ✅ Real-time Interactive Map to visualize top 3-5 optimal routes dynamically
- ✅ AI-driven Insights powered by Google Gemini AI
- ✅ Custom API integrating real-time logistics data sources
- Frontend: Next.js + TypeScript
- Backend: Python + FastAPI
- Database: Prisma + PostgreSql
- Algorithm: A* Search with heuristics for cost, time, and CO₂ optimization
- Data Sources: Global logistics datasets & real-time APIs
- AI Integration: Google Gemini for intelligent suggestions
- Mapping: Leaflet.js & geospatial data processing
cd frontend/routesyncai
npm install
npm run devcd backend
pip install -r requirements.txt
uvicorn main:app --reload
- Aaditya Rawat
- Arpit Singh
- Jay