Statically Measure content egagement from followers

In this code pattern, you will learn to build a machine learning model with no code on IBM Cloud Pak for Data, create a streaming flow on AWS Cloud and invoke the model to get predictions in real-time.

decodeRing Server & CLI

Production-ready Terraform AWS infrastructure using modular architecture (IAM, VPC, EC2) with separate Dev & Prod environments for scalable and secure deployments.

This project implements a serverless Text-to-Speech Narrator using AWS Lambda, Amazon Polly, and Amazon S3. The entire infrastructure is provisioned using Terraform, making it easy to deploy, test, and tear down your environment. This solution provides a great learning experience in building and managing serverless architectures with Terraform.

Hands-on AWS DevOps practice covering EC2 instance deployment, S3 artifact storage, IAM user and role management, CloudWatch CPU monitoring alarms, and Lambda serverless functions. Deployed a live containerized Spring Boot app on EC2 using Docker. All services configured via AWS Console and CLI.

Terraform module to configure GitHub Actions as an IAM OIDC identity provider in AWS

This Terraform project provisions an AWS Comprehend custom classifier, S3 storage, and IAM roles to support AI-based content tagging in a Drupal 11 site.

AWS IAM/STS - Dynamically generate assume-role credentials

Step Function with Callback Pattern Example (Amazon SQS, Amazon SNS, Lambda) using Serverless Framework

Transfer Data Records (Lambda, DynamoDB, Amazon SQS) - Step Function using Serverless Framework

A simple terraform module for creating extensible AWS IAM roles

A Demo Step Function using Lambda. The entire stack is created using AWS CloudFormation

Text-to-Speech Using AWS Polly

serverless REST API with AWS Lambda , DynamoDB and API Gateway

Creating an audit table for a DynamoDB table using CloudTrail, Kinesis Data Stream, Lambda, S3, Glue and Athena and CloudFormation

Step Function with Callback Pattern Example (Amazon SQS, Amazon SNS, Lambda) using CloudFormation

Transfer Data Records (Lambda, DynamoDB, Amazon SQS) - Step Function using AWS SAM (Serverless Application Model)

AWS Serverless Real Time Data Load to DynamoDB using Python Lambda and S3 Event Source Mapping and creating the stack using AWS CloudFormation.

Updating AWS Identity and Access Management (IAM) trust policies and assuming roles