Own motility models end to end at Digestaid: translate clinical questions into time-series and signal-processing ML problems, ship production-grade models through a regulated release process, mentor data scientists, and contribute to regulatory/scientific documentation. Stack: Python, PyTorch, scikit-learn, GitHub Actions, GCP (Vertex AI, Cloud Build).
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