Work With Me

I'm a founding engineer at Circulate and a KTH Engineering Physics grad. I build things from zero — data infrastructure, LLM pipelines, ML products — and I ship them fast.

If you have a complex problem that needs someone who can go from whiteboard to production without a committee, we should talk.

What I do

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  AI and LLM systems — agentic workflows, structured output extraction, prompt engineering, RAG. I built Unstruct at Circulate, which cut manual processing by 85% and became an external product within two months.

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  0-to-1 data infrastructure — I've architected entire data stacks from scratch on AWS (S3, Athena, Glue, SageMaker), including analytics dashboards, ML pipelines, and entity resolution systems processing 750+ data sources.

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  ML products with measurable outcomes — predictive models on billions of rows, A/B testing as standard, real-time inference. Not research projects — shipped products with numbers attached.

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  Speaking and workshops — I've spoken at AWS Community Nordics, Norrsken House, and AI Salon. Happy to do meetups, conferences, and team sessions on AI engineering, building from zero, or cloud-native architecture.

Get in touch

Reach out on LinkedIn and let's talk.