Performance Prediction using ML
Mobasshir Azhar
Data Scientist
Data Analyst
Amazon EC2
Python
PyTorch
❖ Automated Machine Learning Pipeline: Built an end-to-end machine learning project with
a continuous integration/continuous delivery (CI/CD) pipeline using GitHub Workflows.
❖ Dockerized Deployment: Packaged the application in a Docker container for consistent and scalable
deployment on AWS EC2 instances.
❖ AWS Cloud Security: Secured access to AWS resources by leveraging IAM user roles and credentials
stored securely in GitHub secrets.
❖ Self-Hosted CI Runner: Configured an EC2 instance as a self-hosted runner for GitHub Actions, enabling
efficient execution of project workflows.
github.com/m7azhar/ML-AWS
