Traffic Data Analytics Platform
Reduced traffic jams/congestions by 10-20%.
Better infrastructure planning for the city.
OBJECTIVE
End-to-end development of traffic data analytics platform for a US-based firm with following components –
- “Traffic Data Orchestrator” for ingestion and processing of big data via customized ETL job pipelines.
- “Advanced Analytics Engine” to get various traffic metrics used for decision making.
- “Dashboard & Reports Engine” consisting of various map view-driven dashboards.
PROJECT HIGHLIGHTS AND CHALLENGES
- Developed a state of art, scalable, cost-effective, fully automated advanced analytics engine by making use of AWS EMR, PySpark, AWS APIs.
- Modular microservices architecture that is easy to scale and maintain, and cost-effective.
- Integrated with Mapbox for creating gis dashboards.
- Powerful dashboards using E-Charts that showed the numbers at one glance
POTENTIAL BUSINESS IMPACTS
- Reduction in traffic jams/congestions by 10-20%
- Better infrastructure planning for the city