Projects
End-to-End MLOps Pipeline for Network Security System
• Integrated MLflow, DVC, and GitHub Actions to automate model training, versioning, and deployment
• Deployed the entire pipeline on AWS using services like S3 bucket, EC2 instance etc. for scalability
• Followed an industry-standard MLOps approach while being practical and deployment-ready
End-to-End MLOps Pipeline for Network Security System
• Integrated MLflow, DVC, and GitHub Actions to automate model training, versioning, and deployment
• Deployed the entire pipeline on AWS using services like S3 bucket, EC2 instance etc. for scalability
• Followed an industry-standard MLOps approach while being practical and deployment-ready