data-engineering
Building an automated workflow through Bitbucket and AWS components
In one of my projects, I built an automated workflow so that whenever an entity on Bitbucket gets updated through a push to a certain repository, some of the files in that repo would be transformed into different files by a serverless application on AWS.
ReadServing a machine learning model’s predictions through AWS Lambda and API Gateway
In one of my projects, I worked on persisting the periodic output of an already developed machine learning model after enriching it with some metadata and then serving this enriched output through an API on AWS API Gateway.
ReadBuilding an end-to-end machine learning pipeline as a microservice
In one of my projects, my work focused on building end-to-end machine learning pipelines for training and inference phases of a machine learning model. Head over to this post for diving into those, component by component.
ReadHow to Filter AWS Lambda Log Messages for CloudWatch Dashboard Widget
If you want see the graph of your Lambda function's specific log messages' count and create a CloudWatch dashboard widget out of it, you can have this setup.
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