The client is European based IOT device company whose main aim is to structuring the collected air pollution data from the vehicles and provide visualizations to Govt. Organizations & NGO’s thorugh deploying an API.

We Collected data from different sources is stored in S3 bucket for Data cleaning. We extracted s3 bucket data using python and boto3.Extracted data from s3 bucket was cleaned and stored as data frame and pushed to amazon redshift for Advanced Data Analysis.

The entire process was done with the help of lambda function and cloud 9. We collected third party data using postman.