Dr.
Clinical Signal Data PlatformArchitected real-time delivery of high-frequency multi-signal data at global scale — 3,000+ studies, 20 institutions.
PlokkariReal-time geospatial platform — 1,000+ volunteers, 17.2 km² in a day
BreathFinderParametric model for respiratory cycle isolation — replaced tedious manual annotation. 94% accuracy. Nature and Science of Sleep, 2024.Full pipeline on top: feature engineering + HMM classifier → 95% apnea classification accuracy. ScoreCraftAI decision-support — 85% → 90.76% accuracy, 17 min saved per session. Journal of Sleep Research, 2025.