Ryan Sanchez
Staff Engineer at Umbra
Woodstock, Georgia, United States
Summary
👤
Senior🎓
Top SchoolRyan Sanchez is a Staff Engineer with a decade of experience building high-throughput, cloud-native data and signal processing systems for aerospace and automotive leaders like Boeing, General Dynamics, Terran Orbital, and GM. Combining a rigorous math/physics foundation with an MS in Psychometrics from Georgia Tech, he bridges advanced statistical modeling and production engineering—authoring Python packages for state-space and item response modeling while shipping serverless SAR image-formation pipelines and Jupyter platforms on Kubernetes. He has a track record of cutting operating costs and multiplying processing throughput through pragmatic architecture choices (serverless, Fargate, CloudFormation) and GPGPU optimization. Equally comfortable in research and production, he brings an unusual mix of behavioral science insight and systems engineering that helps translate complex signal and survey problems into scalable, validated solutions.
10 years of coding experience
15 years of employment as a software developer
Master of Science - MS, Psychometrics and Quantitative Psychology, 4.0, Master of Science - MS, Psychometrics and Quantitative Psychology, 4.0 at Georgia Institute of TechnologyBachelor of Science - BS, Math / Physics, Bachelor of Science - BS, Math / Physics at University of WyomingBachelor of Science - BS, Psychology, Bachelor of Science - BS, Psychology at Western Washington University
Github Skills (62)
psychometrics10
regression10
excel10
vue-table9
datatable9
python9
data-management9
handsontable9
browser9
spreadsheet9
grid9
bayesian9
react9
monte-carlo9
datagrid9
Programming languages (3)
Github contributions (5)
eribean/girth
Nov 2019 - Jan 2022
An Item Response Theory Package for Python
Contributions:17 releases, 172 commits, 130 PRs in 2 years 3 months
pythonirtpsychometricsregressionitem-response-theory
eribean/girth_mcmc
Dec 2020 - Nov 2021
Bayesian IRT submodule for GIRTH
Contributions:9 releases, 44 commits, 10 PRs in 10 months
bayesianirtitem-response-theorymonte-carlo
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