Develop a solution for handling/storing IoT device data on Azure

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Project Description

I need a solution for handling/storing IoT device data.

Solution should be based on Azure.

IoT device is a fitness tracker that has 3 sensors. Based on sensor data system should:

Filter/normalize incoming data (sensor data has not very accurate readings)

Transform data to API friendly format

Automatically/manually interact with a IoT devices via IoT Hub (to update sensor reading frequency , wifi settings, firmware upgrade, MQTT settings, other settings )

We need API App for data consumption. API should have Azure App Service Authentication.

Example of sensor data see in attachment.

Example of API output: device, start_date_time,end_date_time,activity_name

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