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Weather Data Monitoring And Analytics Solution for a Global Industrial IoT Company

Weather Data Monitoring And Analytics Solution for a Global Industrial IoT Company

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Overview

The client is a global manufacturer of advanced electronic devices/components in the field of automation. They wanted to develop a solution that collects and stores their environment sensors’ data in real-time and analyzes correlation between separately collected data. ACL Digital architected a cloud-based machine learning solution, including web application using AWS managed services.

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    Challenges

    Absence of application to capture data from the sensors

    Lack of cloud-based ML solution

    Solution

    • Architected a cloud-based Machine Learning solution, including Web Application using AWS Managed Services
    • Developed Server Sent Events (SSE) App for real-time data transmission from sensors. Implemented ML script to perform preprocessing on data based on “Change Content” operation like average, max & difference etc.
    • Developed Web App to customize users’ settings & dashboard for retrieved environment sensors’ data using Amazon Cognito, Lambda & API gateway
    • Cloud implementation & auto deployment using AWS Managed Services
    • Developed script to calculate AWS pricing based on file size, processing time & storage
    • Processed CSV files stored on S3 Bucket upon confirmation using AWS SageMaker 
    Weather Data Monitoring Solution diagram

    Outcomes

    Benefits Dynamic Data Analysis using AWS Managed Services
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