~/organiccode.net

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Alexander Kjeserud.
Technologist. Citizen. Dad. Fellow human. AI enthusiast. Gamer.

I build AI-assisted systems, full-stack applications, and run my own bare-metal Kubernetes cluster out of Levanger.

# what I do

AI & full-stack

Currently building an AI assistant for Norwegian higher education at Sikt — Python, LangChain, Next.js, AWS.

Platform & Kubernetes

Ran ~120 microservices on a self-managed cluster at OBOS. Now operate my own home cluster on bare metal.

Team & tech lead

Led a group of 7 consultants at Redpill Linpro. Tech lead on full-stack and architecture work across public-sector clients.

# selected projects

all projects

# recent devlog

archive

What is LoRA, and why does everyone use it?

A short, picture-led primer on Low-Rank Adaptation — the trick that makes fine-tuning huge models tractable on a single GPU.

#lora #ml #primer #fine-tuning

A Norwegian voice, trained on a gaming PC

There's a hole in the Norwegian open-source TTS landscape, and I want to ship a game through it. So I fine-tuned CosyVoice 3 on ~458 hours of Bokmål.

#tts #cosyvoice #lora #norwegian #learnloop #huggingface #devlog

WIP: My first Operator and CRDs

Writing a Kubernetes operator in Python with Kopf to manage Keycloak realms and OIDC clients declaratively.

#k8s #operator #crd #keycloak #python