12Tren - AI-Enhanced Transportation Solutions

Project Overview

12Tren is a transportation and logistics company focused on innovative solutions for the mobility sector. I worked with their team to develop AI-powered optimization systems for route planning, demand forecasting, and operational efficiency enhancement.

Key Contributions

Route Optimization Systems

• Developed advanced algorithms for dynamic route planning and optimization
• Implemented machine learning models for traffic pattern analysis and prediction
• Created real-time route adjustment systems based on current conditions

Demand Forecasting

• Built predictive models for passenger demand and transportation needs
• Implemented time series analysis for capacity planning and resource allocation
• Developed automated scheduling optimization based on demand predictions

Operational Analytics

• Created comprehensive analytics dashboards for transportation performance monitoring
• Implemented predictive maintenance systems for vehicle fleet management
• Developed cost optimization algorithms for operational efficiency

Impact

The AI-enhanced transportation solutions significantly improved operational efficiency, reduced costs, and enhanced customer satisfaction through better route planning and demand management. The predictive capabilities enabled proactive decision-making and resource optimization.