Sara Troutman

Hydroinfomatics Engineer Lead

Ann Arbor, Michigan, United States
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Summary

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Senior
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Top School
Sara Troutman is a Hydroinformatics Engineer Lead with nine years of experience applying mathematical modeling, control theory, and optimization to water and wastewater systems. Currently leading hydroinformatics efforts at Xylem in Ann Arbor, she blends advanced signal processing and machine learning training with a Ph.D. in Environmental Engineering to improve hydraulic control and operational decision-making. Her work spans research and industry—from graduate projects at the University of Michigan to deploying optimization solutions at scale—bridging academic rigor with practical system design. A dual BS valedictorian in Environmental Engineering and Mathematics, she brings uncommon depth in both theory and applied hydraulics, and maintains a public portfolio of her work at stroutm.net.
code9 years of coding experience
job10 years of employment as a software developer
bookDoctor of Philosophy (Ph.D.), Environmental Engineering, Doctor of Philosophy (Ph.D.), Environmental Engineering at University of Michigan
bookBachelor of Science - BS, Environmental Engineering, Valedictorian, Bachelor of Science - BS, Environmental Engineering, Valedictorian at North Carolina State University
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Github Skills (16)

tree9
anomaly-detection9
random-forest9
outliers9
cut8
streaming-data8
python8
machine-learning7
power-systems5
evaluation5
sandbox5
cubing5
climate-change5
simulation5
energy-system4

Programming languages (2)

Jupyter NotebookPython

Github contributions (5)

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stroutm/website

Feb 2020 - Feb 2025

Contributions:55 pushes, 1 branch in 5 years 1 month
stroutm/LBCsewer

Feb 2018 - Apr 2020

Contributions:141 commits, 78 pushes in 2 years 2 months
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Sara Troutman - Hydroinfomatics Engineer Lead