AI Product Engineer13 years of startup experience
I combine hands-on ML — from fine-tuning LLMs to building RAG systems — with 13 years of knowing how startups actually work. I build AI solutions that get adopted, not just deployed, because I understand the users, the business constraints, and the tech.
Featured Projects
A selection of my recent AI/ML projects showcasing different aspects of data science and machine learning.
LLM Fine-Tuning for Swedish — Berget AI
Fine-tuning open-source LLMs for Swedish at Berget AI: synthetic dataset design and LoRA/QLoRA training on LUMI, Europe's fastest supercomputer, alongside RISE researchers.
Dexi — AI Reading Assessment for Dyslexic Children
An AI tutor that sees and listens to what a dyslexic child reads, runs phonetic analysis, and suggests which words need more practice. Three-person team, idea to production in 60 days.
ML in Ecommerce - Predicting Conversion
Real-time conversion prediction system for e-commerce with focus on recall and latency optimization
Experience
13 years of tech-startup operations, now building AI products.
YH program in AI/ML development, with internships building a production AI reading-assessment tool (Dexi) and fine-tuning open-source LLMs for Swedish at Berget AI.