Develop and validate ML pipelines for long-term time series from wearable and clinical sensors. Use transfer learning from ECG models, implement DSP workflows, evaluate foundational time-series models, benchmark vs clinician-verified ground truth, and maintain reproducible code and biomarker datasets.