✅ Senior ML & Platform Architect with 13+ years of experience designing and governing enterprise-scale cloud, container, and ML platforms in regulated, high-availability environments. ✅ Principal Architect – DevOps / Platform Engineering, leading platform modernization, MLOps enablement, and DevSecOps transformation across multiple teams. ✅ Deep hands-on expertise in Kubernetes, OpenShift, CI/CD, Infrastructure as Code, and Linux-based cloud platforms. ✅ Architected scalable, ML-ready platforms enabling standardized training, deployment, promotion, and observability workflows. ✅ Delivered measurable outcomes in risk reduction, resilience improvement, and cost optimization through platform standardization and automation. ✅ Trusted technical leader aligning platform architecture with security, compliance, and business objectives.