Required stack
필요 기술
Cloud ComputingAWSGCPAzureDevOpsMLOpsTerraformKubernetesDockerCI/CDDeep Learning FrameworksGPU ComputingPrometheusGrafanaSecret ManagementData EncryptionPerformance OptimizationAI Model DevelopmentAI Model IntegrationPython
Project brief
프로젝트 내용
I need an experienced AI Infrastructure Engineer who can take a green-field concept and turn it into a production-ready foundation for Nexusgrowth AI. The role covers the full life-cycle: architecting the overall framework, selecting and configuring the right deep-learning libraries, wiring everything into our existing services, and hardening the stack for speed and security.
What you will actually deliver:
• A modular, cloud-agnostic infrastructure-as-code repository that provisions GPU-ready compute, storage, networking, monitoring and secret management.
• Continuous integration / continuous deployment pipelines that test, containerise and ship models automatically.
• Documentation and run-books that let any team member reproduce, extend and troubleshoot the environment.
My acceptance bar is simple: new models must move from notebook to automated deployment with one command; latency and throughput targets must be met under load; and sensitive data must remain encrypted in transit and at rest. If you have a proven record of designing, building and optimising AI platforms from scratch, I’d like to see a concise portfolio link and a brief outline of the toolchain you’d propose for this engagement.
What you will actually deliver:
• A modular, cloud-agnostic infrastructure-as-code repository that provisions GPU-ready compute, storage, networking, monitoring and secret management.
• Continuous integration / continuous deployment pipelines that test, containerise and ship models automatically.
• Documentation and run-books that let any team member reproduce, extend and troubleshoot the environment.
My acceptance bar is simple: new models must move from notebook to automated deployment with one command; latency and throughput targets must be met under load; and sensitive data must remain encrypted in transit and at rest. If you have a proven record of designing, building and optimising AI platforms from scratch, I’d like to see a concise portfolio link and a brief outline of the toolchain you’d propose for this engagement.