Vamshidhar Reddy G.

About Vamshidhar Reddy G.

Over the past nine years, I have built and shipped production-grade DevSecOps and MLOps infrastructure at the intersection of platform engineering, cloud architecture, and machine learning delivery — most recently at Vanguard, where I led cloud-native transformation initiatives on AWS.Some of what that looked like in practice- Led migration of on-premises workloads to AWS, improving deployment frequency by 3x and reducing infrastructure costs by approximately 35%- Designed and maintained Kubernetes-based ML serving infrastructure handling thousands of model inference requests per day with 99.9% uptime- Built end-to-end CI/CD pipelines (Jenkins, GitHub Actions, ArgoCD) that cut release cycle time from two weeks to under 48 hours- Implemented DevSecOps practices — SAST, DAST, secrets management, container scanning — reducing security vulnerabilities in production deployments by over 60%.My core stack: AWS (certified), Kubernetes (CKA Done), Terraform, Python, MLflow,Kubeflow, Airflow, Prometheus, Grafana, Jenkins, GitHub Actions, ArgoCD, Vault.I hold an MS in Information Systems and Security from the University of Mary Hardin-Baylorand completed the MIT Professional Education Applied Data Science Program.Right now, I am open to a senior MLOps Engineer, DevOps Engineer, Platform Engineer, andCloud Architect roles at companies building meaningful ML-powered products.If something here resonates with what you are working on, feel free to reach out.

Experience

1. Sr Devops Automation Engineer

   Vanguard

   Mar 2024 — Present · PA, US

Education

• MIT Professional Education

  Cohort, Applied data science

• Gurunanak engineering college (GNEC)

  Bachelor's degree, Electronics and Communications Engineering

• University of Mary Hardin-Baylor

  Master's degree, Master of science in Information systems and security