~/talks

Mofi Rahman

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titleconferencedate
How to build and scale multi-agent AI systemsGoogle Cloud Next '262026-04-22
Shows how to deploy and secure agentic workloads on GKE with the Kubernetes-sigs Agent Sandbox (including a warm pool of sandboxes to avoid cold starts), use…
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Developer recap ofGoogle Cloud Next '262026-04-22
Live demo shows a three‑agent system that plans a Las Vegas marathon for 10,000 runners by combining an Agent Development Kit (ADK) planner, a GIS Python skill…
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Introducing Kubernetes Resource Orchestrator (KRO)KubeCon + CloudNativeCon India 20252025-08-06
KRO exposes a declarative resource graph definition (RGD) API that generates native Kubernetes objects (deployment, service, ingress) plus cloud CRDs…
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Yes You Can Run LLMs on KubernetesKubeCon + CloudNativeCon Europe 20252025-04-01
Deploys a Gemma 3 1B model as a Kubernetes Deployment using vLLM image on GKE Autopilot, requesting 4 CPU, ~20GB RAM, 1 GPU and 20GB ephemeral storage; model…
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Demo: Building cloud-native, AI-powered applications with GKEGemma Developer Day 20242024-03-07
Fine-tunes a Gemma 2B model on a 5,000‑row SQLContext dataset inside a Docker image, runs training on 8 L4 GPUs in GKE (real run ~33 minutes, effective 625…
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Kubernetes: The Second WeekDevOpsDays Boston 20212021-09-27
Covers concrete second‑week skills: how Kubernetes enforces resource quotas and QoS classes so best‑effort pods get evicted first, how lifecycle hooks and…
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E2E ML Platform on Kubernetes with a few clicksConf42 Machine Learning 20212021-07-29
Demonstrates getting a full Kubeflow E2E platform up on Kubernetes using the Kubeflow Operator to automate deploy, monitoring and lifecycle management…
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How we accidentally created a Cloud on our CloudConf42 Golang 20212021-06-24
Team automates 10–20 workshops a month that historically required about 30 Kubernetes/OpenShift clusters each (peaks at 150), building a UI and Go backend that…
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Taming the Beast: Managing the day 2 operational complexity of KubeflowKubernetes AI Day Europe 20212021-05-04
Practical notes for running Kubeflow: the manifests repository is reorganized into apps / common / contrib with component manifests moved upstream so…
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E2E ML Platform on Kubernetes with just a few clicksData Love 20212021-04-16
Shows how to build an end-to-end machine learning platform on Kubernetes using the open source qflow, demonstrating setup and orchestration that the uploader…
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E2E ML Platform on Kubernetes with just a few clicksData Love 20212021-04-16
Claims an end-to-end ML platform on Kubernetes can be provisioned with a few clicks by installing Kubeflow via the manifests or the Kubeflow Operator, then…
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You Probably Don't Need KubernetesDevOpsDays NYC 20202020-03-03
Claim: Kubernetes is useful but often unnecessary; adoption adds configuration and operational debt, does not make apps faster, and does not magically fix…
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Managing Kubernetes Deployment with IstioDevOpsDays Tampa Bay 20192019-06-21
Demo builds a microservice storefront with product, details and three reviews versions and shows Istio v1.1.7 driving traffic splits—90/10 then 50/50 then 100%…
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