Samantha Duchscherer
Global Product Manager at Applied Materials
Farragut, Tennessee, United States
Summary
👤
Senior🎓
Top SchoolSamantha Duchscherer is a Global Product Manager and data scientist with eight years of experience applying machine learning and analytics to manufacturing and research settings. She currently leads SmartFactory AI and Simulation AutoSched® product efforts at Applied Materials, after building Industry 4.0 infrastructure and analytics programs at Bosch that improved production stability, traceability, and defect reduction. Her background at Oak Ridge National Laboratory includes Bayesian occupancy modeling and bespoke statistical tools (Negative Binomial/Poisson) for census and GIS-derived population estimation, reflecting strong applied math and probabilistic modeling skills. Comfortable moving projects from data wrangling and model development to plant deployment, she pairs an MS in Mathematics with hands-on experience in time series, anomaly detection, clustering, and forecasting. Based in Farragut, TN, Samantha blends research rigor with product leadership and a practical focus on delivering measurable manufacturing cost and quality improvements.
8 years of coding experience
9 years of employment as a software developer
Bachelor of Science (B.S.), Mathematics, Bachelor of Science (B.S.), Mathematics at University of North GeorgiaMaster of Science Degree (M.S.), Mathematics, Master of Science Degree (M.S.), Mathematics at University of Tennessee, Knoxville
Github Skills (2)
r-package9
reverse-engineering6
Programming languages (1)
Github contributions (1)
gshs-ornl/revengc
Aug 2017 - Jan 2019
revengc: An R package to reverse engineering decoupled and censored data
Contributions:107 commits, 107 pushes, 1 branch in 1 year 5 months
r-packagedecoupledengineeringcensored-datareverse-engineering
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