Professional Overview
I'm a Software Architect and Cloud Strategist with 9+ years building AI/ML solutions and cloud-native infrastructure at scale. Currently an Associate Principal SRE at Saviynt, I architect multi-cloud PAM infrastructure across AWS EKS and Azure AKS using Terraform, Helm, ArgoCD GitOps, and GitLab CI/CD — managing 18+ customer environments and 15+ microservices with zero-downtime deployments. I built YODA, an AI-powered SRE agent with 45+ tools for natural language Kubernetes diagnostics, database health checks, and regression orchestration. Previously at Automation Anywhere, I deployed enterprise AI/ML solutions using Kubernetes, Kubeflow, and PyTorch — cutting model rollout time by 70% and infra costs by 40%. My stack: Python, FastAPI, PyTorch, LLMs/RAG, Terraform/OpenTofu, Kubernetes (EKS/AKS/GKE), Helm, ArgoCD, GitLab CI/CD, AWS (SageMaker, Lambda, IAM, S3, RDS), Azure, Docker, Prometheus, Grafana, Vault, and MLOps pipelines. I've led cloud migrations, built anomaly detection systems, implemented mTLS security hardening, and pioneered AI-assisted infrastructure engineering with Kiro IDE and Claude Code. I thrive at the intersection of AI, cloud infrastructure, and SRE.
Areas of Expertise
MLOps & AI Infrastructure
Architect scalable ML infrastructure — CI/CD for ML, model versioning, experiment tracking, monitoring, and cloud deployment on AWS, GCP, or Azure.