BusPatrol is an IoT company equipping school buses across North America with proprietary hardware (DVR, Camera) and AI-driven software to track bus stop violations.

• The company manages a fleet of 10,000+ buses, capturing video footage and thousands of IoT data points daily.​
• The goal was to understand the health of the buses’ equipment (violation predictor) to improve fleet management and share performance metrics with city councils.

We developed a dedicated AWS cloud analytics infrastructure with live data warehousing to monitor buses' IoT indicators.​

• This system included real-time fleet health classification and a financial performance dashboard, enabling the team to make data-driven decisions.​

• Implemented predictive analytics for bus maintenance, streamlining repairs.​
• Developed new market strategies based on the correlation between revenues, violations, and macro indicators.​
• Created APIs to share data with external maintenance providers, improving collaboration.

• ETL: AWS Glue, Python​
• Data Warehousing: Amazon S3, Redshift​
• Front-End: Tableau for visualization​

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This solution revolutionized BusPatrol’s ability to maintain bus health and optimize fleet operations through comprehensive data insights.

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