Smart City's require vast data intake from sensors to run efficient and green operations. Machine learning models and Analytical-tooling to be developed, but also deployed and managed on appropriate centralized platform for governance.

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Solution

• Created technological change management roadmap overviewing technology tool / model ecosystem, platform solution architecture and governance policies

• Designed Computer Vision models such as YoloV8 to detect cars, bikes and moving objects from sensor data

• Generative Predictive models to manage EV charging stations / other assets for cost and resource management

• Designed high-performance and low latency data streaming solutions to ensure real-time and accurate monitoring of data-feed transmitted from sensors.

• All models and dataset computed on C3 AI engine and deployed on Smart City appropriate front-end application, Modzy to centralize management.