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Medha Upadhyay

Product Marketing Specialist

Medha is a Product Marketing Specialist at Mirantis and a recent UCSD graduate with a B.S. in Data Science and a minor in Marketing. With years of experience as a student journalist and a social media content creator, she thrives at the intersection of analytics and human connection.

All posts by Medha Upadhyay

Eliminate Dual Infrastructure Overhead with Mirantis k0rdent Enterprise to Unify VM and Container Management

Eliminate Dual Infrastructure Overhead with Mirantis k0rdent Enterprise to Unify VM and Container Management

Medha Upadhyay - November 11, 2025

- Vm, virtual machines, Kubernetes, container management, AI workloads, Virtualization, lock-in, cloud-native, GPU, edge computing, rbac, compliance, composability

Eliminate Dual Infrastructure Overhead with Mirantis k0rdent Enterprise to Unify VM and Container Management

Announcing k0rdent v1.5.0 | Simplifying Global Kubernetes Operations for Platform Engineers

Announcing k0rdent v1.5.0 | Simplifying Global Kubernetes Operations for Platform Engineers

Medha Upadhyay - November 07, 2025

- k0rdent, cluster management, Kubernetes control plane, Cluster API, regional clusters, disaster recovery, lifecycle management, service reconciliation, MultiClusterService, istio, Platform Engineering, open source

Announcing k0rdent v1.5.0 | Simplifying Global Kubernetes Operations for Platform Engineers

AI Development Platforms: A Complete Guide

AI Development Platforms: A Complete Guide

Medha Upadhyay - October 22, 2025

- governance, model training, cybersecurity, compliance, AI Infrastructure, model lifecycle, Build AI Infrastructure, model deployment, data sovereignty, AI workloads, MLOps, open source, AI Inference

AI Development Platforms: A Complete Guide

The New Mirantis OpenStack for K8s Trial for VMware Users

The New Mirantis OpenStack for K8s Trial for VMware Users

Medha Upadhyay - October 16, 2025

- vmware, Networking, cloud-native, OpenStack , orchestration, vSphere, ci/cd, Virtualization

The New Mirantis OpenStack for K8s Trial for VMware Users

Kubernetes Service: Everything You Need to Know

Kubernetes Service: Everything You Need to Know

Medha Upadhyay - September 26, 2025

- YAML, kubernetes services, APIs, Load Balancing, multi-cluster, portability, pods, ClusterIP, NodePort, LoadBalancer, Headless, kubectl, service mesh, monitoring

Kubernetes Service: Everything You Need to Know

AI MLOps: Building the Right Infrastructure

AI MLOps: Building the Right Infrastructure

Medha Upadhyay - September 12, 2025

- containerized AI/ML, scaling, security compliance, AI workloads, model training, MLOps, container, AI Infrastructure, ci/cd, model lifecycle, monitoring, model deployment, audit

AI MLOps: Building the Right Infrastructure

The Complete Guide to Edge Computing Architecture

The Complete Guide to Edge Computing Architecture

Medha Upadhyay - September 10, 2025

- edge computing, cybersecurity, network latency, edge devices, AI Inference, data center, edge inference, iot, bandwidth, edge cloud

The Complete Guide to Edge Computing Architecture

Model Deployment and Orchestration: The Definitive Guide

Model Deployment and Orchestration: The Definitive Guide

Medha Upadhyay - August 29, 2025

- MLOps, AI workloads, containerized AI/ML, container, ML, AI Infrastructure, model deployment, monitoring, ci/cd, container security, APIs

Model Deployment and Orchestration: The Definitive Guide

AI-Focused Edge Inference: Use Cases And Guide for Enterprise

AI-Focused Edge Inference: Use Cases And Guide for Enterprise

Medha Upadhyay - August 25, 2025

- edge inference, hybrid cloud, edge computing, containerized AI/ML, scaling, ci/cd, AI Inference, iot, cloud computing, machine learning, GPU, cybersecurity, compliance, data sovereignty

AI-Focused Edge Inference: Use Cases And Guide for Enterprise