Shubham T.
- Role
- Senior Data Scientist at CGI
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Shubham T.
A seasoned professional with over 5 years of experience in data engineering, machine…
Experience
Senior Data Scientist
Nov 2022 — Present
Engineered and deployed end-to-end predictive model for patient ER visits, utilizing y-month historic windows to forecast propensity for succeeding x months • Managed 500K records per prediction cycle, implementing a retraining loop triggered by consistent data and model drift detection modules • Devised and implemented analytical and ML dashboards for forecasting provider call initiation, impacting 133K physicians through 18.2MN cases weekly • Amplified visibility by a consistent 64% month-to-month, driving targeted marketing campaigns towards physicians • Led the development and deployment of a clinical authorization model, automating case determinations for specific procedure codes. • Attained accuracy of 86% and authorized F1-score of 78% for processing 230K episodes, translating to an 8.4-minute reduction in case review time.
Education
Springboard
Data Science and Machine Learning Career Track
2019 — 2019
University of Calgary
Master of Science - MS, Engineering
2015 — 2018
University of Calgary
Bachelor of Science (B.Sc.), Engineering
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