~/talks

Joinal Ahmed

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Securing AI Workloads: Building Zero-Trust Architecture for LLM ApplicationsKubeCon + CloudNativeCon Europe 20252025-04-01
Claims a practical zero‑trust stack for LLMs with concrete tools and attacks: apply AI gateway enforce ABAC/OIDC via Keycloak and OPA, use Guardrail AI…
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Effortless Scalability: Orchestrating Large Language Model Inference with KubernetesCloud Native AI Day Europe 20242024-03-19
Orchestrates deployment of large open models like Falcon and Llama 2 on Kubernetes using Kubernetes CRDs and a built in HTTP inference server, packaging model…
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Building a MLOps Platform with Kubeflow on GKEKubernetes Community Days Bengaluru 20232023-06-02
Shows a concrete stack and what each piece actually does: Kubeflow Pipelines for containerized step orchestration, Argo under the hood, TFJob for distributed…
Talk on
Building Efficient PyTorch Models on Vertex AIGreat International Developer Summit 20232023-04-25
Shows how to run PyTorch with custom Docker containers + multi-node, multi‑GPU configs, how to register model artifacts and deploy them behind Vertex AI…
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