As ML and LLM engineers, we ve all been there: You spend weeks perfecting a model, optimizing hyperparameters, and getting that RAG pipeline just right. Then comes the "deployment phase," and suddenly you re stuck in:
Dependency Hell: Spending hours debugging why a specific version of bitsandbytes or torch won't play nice with your Docker image.
Infrastructure Overhead: Manually configuring GPU clusters, ingress rules, and auto-scaling just to get a simple API endpoint live.
The "Cold Start" Struggle: Trying to balance cost-efficiency with the need for immediate inference response times.
We built EzDeploy because we believe engineers should spend 90% of their time on the "AI" and only 10% on the "Ops." ### What is EzDeploy? EzDeploy is a fully automated deployment system designed specifically for the modern AI stack. We take your GitHub repo and handle the heavy lifting.
Deploy your machine learning models to any platform with one click. AI-powered DevOps orchestration that auto-detects your framework and generates production-ready Dockerfiles. Built by Oryvo AI.
