Dashe

Dashe presents a transformative software solution catering to both B2C and B2B models, aimed at instilling sustainability among individuals and businesses worldwide. By enabling users to monitor their carbon emissions and rewarding eco-conscious behaviours, Greenleaf stands as a pioneer in promoting environmental stewardship. Aligned with nine of the United Nations' Sustainable Development Goals (SDGs), this innovative application heralds a new era of sustainable living.

Milestones.

Sustainable Platform Development

Regulatory Compliance Integration

Comprehensive Engagement Strategy Implementation

Advanced AI Integration

Objective Of Dashe.

Dashe aims to develop a sustainable mobile app using the Ionic framework. Phase 1 focuses on integrating a “Travel Dashboard” and advanced AI for “Travel Mode Detection,” with objectives including:

Promoting Sustainability: Encouraging eco-friendly actions and monitoring carbon emissions.
Ensuring Regulatory Compliance: Facilitating seamless climate-related reporting for businesses.
Enhancing User Engagement: Active user involvement in sustainability efforts with insightful features.
AI Integration: Enhancing accuracy and user experience with advanced AI technology.

Our Solution.

To achieve the objectives of Dashe, Systango developed an AI-based system that includes:

Data Collection and Preprocessing: Ensured accuracy and reliability of raw mobile device data.
Feature Engineering: Transformed data into meaningful features for precise transport mode prediction.
Model Selection and Training: Utilised rigorous training of machine learning models like Logistic Regression, Random Forest, and KNN.
Accuracy Validation and Integration: Implemented the effectiveness of the AI model through validation processes and integrated geofencing for accurate travel mode detection.

This solution seamlessly integrated the “Travel Dashboard” and implemented AI-powered “Travel Mode Detection,” while also incorporating emission calculations into the app’s dashboard for valuable environmental insights.