Dr. · AI engineer—Reykjavík → Germany
I build production AI and the data infrastructure underneath it — a decade spent turning clinical signals into systems clinicians actually trust.
PhD, Computer Science — 2025Signal processingClinical AI
Real-time infrastructure · Sleep Revolution
Architected real-time delivery of high-frequency, multi-channel biosignals at global scale — ClickHouse warehousing, sub-10 ms streaming at 200 Hz+, across 20+ European institutions. The data backbone behind the ScoreCraft clinical study.
Nature and Science of Sleep · 2024
A signal-processing method that isolates individual respiratory cycles from raw sensor data, replacing tedious manual annotation. The full pipeline — feature engineering plus an HMM classifier — reaches 95% apnea classification.
Journal of Sleep Research · 2025
A large multi-scorer study on AI decision support in clinical sleep staging — 16 technologists, 9,158 scorings — measuring exactly where AI helps and where it does not. Accuracy rose from 85% with no detectable over-reliance.
Real-time geospatial · Iceland
A live coordination platform for volunteer environmental cleanup. On Iceland’s Big Plogging Day, 1,000+ participants cleaned an area the size of the Westman Islands in a single day.
Icelandic, based in Germany. I work at the seam between human and artificial intelligence — the models, the platforms that feed them, and the decision support clinicians actually trust. I like problems where the signal is buried in noise.