Funnel.ionow
AI engineer, autonomous support agent
Building AI support agents for internal and customer-facing support, automating troubleshooting and tooling end to end.
Python · FastAPI · React · AWS · MCP · LLM/RAG
About me
I work with AI and data: everything from agents and workflows to data pipelines and analysis. Generally, I really like building things, and understanding the world with data. The AI clone on the left knows the rest.
I bridge insight and implementation: data and analytics on one side, hands-on AI and engineering on the other. The work I like most is making AI hold up in the real world: data quality, deployment, monitoring.
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Experience
Consultant at Visionite. Over the past +5 years I have delivered data and AI work across fintech, life science, and research at a top technical university. A hand-picked selection of roles follows; the full history is available in the chat.
Klarna
Data engineering & analytics, fraud disputes
Pipelines and A/B-tested policy workflows for fraud disputes, with LLM automation on top.
Python · SQL · AWS · Redshift · Airflow
Netlight
Data & analytics engineer
ETL, DBT models, and warehouse rework behind reliable KPI dashboards.
SQL · DBT · Snowflake · AWS
KTH
Battery degradation forecasting (research)
Machine learning research: deep-learning models forecasting lithium-ion battery degradation.
Python · PyTorch · pandas · scikit-learn
Mycronic
ML engineer, anomaly detection
Transfer learning for fault prediction in machine-critical electronics manufacturing.
Python · PyTorch
M.Sc. Machine Learning and B.Sc. Computer Science, KTH (civilingenjör). Exchange semester at TU Eindhoven.
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Off the clock
Climbing and hiking primarily. Basketball when my knees let me. The highlights: a 6c+ boulder and the Annapurna Circuit once.
Hit me up if you're in Stockholm and want to climb, that's literally what the chat is for.
// lead climbing at kuala perlis + ice lake, annapurna circuit · 4,600 m
