AI Platform & AI Security
We secure Kubeflow platforms and build the Kubernetes they run on
Volodymyr oversaw security of a proprietary LLM infrastructure on Kubeflow across the ML lifecycle: access governance, training-data protection, pipeline integrity, and controls on model artifacts and the inference API. He holds the KCSA and the Cilium Certified Associate. Max builds the Kubernetes that AI and ML workloads land on, bare metal or EKS, GKE, AKS. The CKA is his.
What we have not done: build an ML platform. Nobody here has trained a model or taken a training pipeline to production, and none of the 11 core certifications we hold between us — cloud, security, Kubernetes — is an ML engineering credential. A team that needs the platform itself built should hire the people who have already shipped one. We would be learning on their money.