Andrej Baranovskij Blog

Kubernetes can be very complex, this is why we created Skipper. Simple and flexible MLOps workflow engine, it helps to run ML (and not only)...

This video shows how to scale FastAPI REST endpoint running on Kubernetes Pod.  

The goal of this video is to explain Skipper from MLOps user perspective, different blocks of Skipper and how they fit together. I show how ...

Oracle Cloud OCI provides a good environment to run your Kubernetes workloads. In this video, I show how to access Kubernetes cluster in OCI...

ML model serving/prediction API can be scaled on Kubernetes by adding or removing Pod instances. I show you a live demo and explain how scal...

RabbitMQ works great for event-based microservices implementation. Katana ML Skipper is our open source product, it helps to run workflows a...

A simple tutorial about a complex thing - how to expose FastAPI app to the world on Kubernets with NGINX Ingress Controller. I explain the s...

This is a quick tutorial to show how to route traffic between Kubernetes Pods. Both Pods are running FastAPI endpoints. I show how to create...

Step-by-step tutorial where I explain and show how to run FastAPI app on Kubernetes Pod. I keep it simple. I explain when it makes sense to ...