Karl Andersson

Background

About Karl Andersson

I'm a data and machine learning engineer with a solid foundation in common data engineering skills. I've worked extensively on building and managing data pipelines, databases, and scalable infrastructure. In addition to this, I've gained experience working with Large Language Models (LLMs), including hosting and monitoring them, building Retrieval-Augmented Generation (RAG) systems, and creating pipelines to populate vector databases. Recently, I worked on a project to create a centralized hub that grants our organization easier access to multiple LLM models, streamlining workflows and enhancing team collaboration. I enjoy working with technologies like vLLM, Kubernetes (k8s), Terraform, and Grafana to create scalable and reliable solutions. I'm always looking to improve and learn new ways to work with AI systems and data infrastructure.