System Architecture
A modern, scalable architecture designed for real-time delivery optimization with ML-powered decision making.
Data Flow
Dashboard
Map
Orders
Alerts
API Gateway
FastAPI + WebSocket
Apache Kafka
Event Streaming
ML Serving
Forecasting + VRP
PostgreSQL
PostGIS + TimescaleDB
Architecture Layers
Presentation Layer
Next.js
Next.js 16 App Router
Deck.gl
WebGL Map Visualization
tRPC
End-to-end typesafe API
Tailwind
Utility-first CSS
API Layer
FastAPI
High-performance Python API
WebSocket
Real-time bidirectional
Redis
Response caching layer
Processing Layer
Kafka
Event streaming platform
Airflow
Workflow orchestration
dbt
Data transformations
ML Layer
Prophet
Demand forecasting
OR-Tools
Route optimization VRP
MLflow
Experiment tracking
Data Layer
PostgreSQL
PostGIS + TimescaleDB
MongoDB
Document store
Redis
Cache & sessions
Infrastructure
Docker
8 containerized services
Nginx
Reverse proxy
GitHub
CI/CD Actions